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ORCIDCEC 2020: Glasgow, United Kingdom
- IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020. IEEE 2020, ISBN 978-1-7281-6929-3
- Mila Goranova
, Marco A. Contreras-Cruz, Andrew Hoyle, Gabriela Ochoa:
Optimising Antibiotic Treatments with Multi-objective Population-based Algorithms. 1-7 - Jin Ho Go, Tony Jan, Manoranjan Mohanty, Om Prakash Patel, Deepak Puthal, Mukesh Prasad:
Visualization Approach for Malware Classification with ResNeXt. 1-7 - Ying Bi, Bing Xue, Mengjie Zhang:
Genetic Programming-Based Feature Learning for Facial Expression Classification. 1-8 - Paul Kaufmann, Roman Kalkreuth:
On the Parameterization of Cartesian Genetic Programming. 1-8 - Kei Nishihara, Masaya Nakata:
Competitive-Adaptive Algorithm-Tuning of Metaheuristics inspired by the Equilibrium Theory: A Case Study. 1-8 - Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck:
Can Single Solution Optimisation Methods Be Structurally Biased? 1-9 - Sebastián-José de-la-Cruz-Martínez, Efrén Mezura-Montes:
Boundary Constraint-Handling Methods in Differential Evolution for Mechanical Design Optimization. 1-8 - Rodrigo Corbelli, Marley M. B. R. Vellasco, Álvaro Veiga:
Investigating Optimal Regimes for Prediction in the Stock Market. 1-8 - Noe Elisa, Longzhi Yang, Fei Chao, Nitin Naik:
A Comparative Study of Genetic Algorithm and Particle Swarm optimisation for Dendritic Cell Algorithm. 1-8 - Ruba Abu Khurma, Ibrahim Aljarah, Ahmad Sharieh:
Rank Based Moth Flame optimisation for Feature Selection in the Medical Application. 1-8 - Marcelo Wuttig Friske, Luciana S. Buriol:
A Multi-Start Algorithm and a Large Neighborhood Search for a Maritime Inventory Routing Problem. 1-8 - Jiandong Liu, Ruibin Bai, Zheng Lu, Peiming Ge, Uwe Aickelin, Daoyun Liu:
Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming. 1-8 - Satsuki Nagae, Shin Kawai, Hajime Nobuhara:
Transfer Learning Layer Selection Using Genetic Algorithm. 1-6 - Yasinthara Madushani, Dharshana Kasthurirathna:
Incorporating Strategy Adoption into Genetic Algorithm Enabled Multi-Agent Systems. 1-8 - Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang:
A Threshold-free Classification Mechanism in Genetic Programming for High-dimensional Unbalanced Classification. 1-8 - Jianfeng Qiu, Jiangchuan Wan, Lei Zhang, Fan Cheng, Yongkang Luo:
Community-Grouping Based Particle Swarm optimisation Algorithm for Feature Selection. 1-8 - Mateus Roder, Gustavo Henrique de Rosa, João Paulo Papa, Fabricio Aparecido Breve:
Fine-Tuning Temperatures in Restricted Boltzmann Machines Using Meta-Heuristic Optimization. 1-8 - Igor Vatolkin:
Evolutionary Approximation of Instrumental Texture in Polyphonic Audio Recordings. 1-8 - Naveen Saini, Sushil Kumar, Sriparna Saha, Pushpak Bhattacharyya:
Mining Graph-based Features in Multi-objective Framework for Microblog Summarization. 1-8 - Saber M. Elsayed, Ruhul A. Sarker, Noha M. Hamza, Carlos A. Coello Coello, Efrén Mezura-Montes:
Enhancing Evolutionary Algorithms by Efficient Population Initialization for Constrained Problems. 1-8 - Ruihua Zeng, Zhixing Huang, Yongliang Chen, Jinghui Zhong, Liang Feng:
Comparison of Different Computing Platforms for Implementing Parallel Genetic Programming. 1-8 - Naoya Otaka, Yoshikazu Fukuyama, Yu Kawamura, Kenya Murakami, Adamo Santana, Tatsuya Iizaka, Tetsuro Matsui:
Refrigerated Showcase Fault Detection by a Pasting based Artificial Neural Networks using Parallel Multi-population Modified Brain Storm optimization and Correntropy. 1-8 - James Goodman, Simon Lucas:
Does it matter how well I know what you're thinking? Opponent Modelling in an RTS game. 1-8 - Qiansheng Yang, Jing Liu, Liqiang Li:
Path Planning of UAVs Under Dynamic Environment based on a Hierarchical Recursive Multiagent Genetic Algorithm. 1-8 - Aldy Gunawan, Audrey Tedja Widjaja, Pieter Vansteenwegen, Vincent F. Yu:
Adaptive Large Neighborhood Search for Vehicle Routing Problem with Cross-Docking. 1-8 - Maitena Tellaetxe-Abete, Borja Calvo, Charles Lawrie:
An Iterated Local Search Algorithm for the Clonal Deconvolution Problem. 1-8 - Leonard Kinnaird-Heether, Robert G. Reynolds:
Deep Social Learning in Dynamic Environments Using Subcultures and Auctions With Cultural Algorithms. 1-9 - Jakub Husa, Lukás Sekanina:
Evolving Cryptographic Boolean Functions with Minimal Multiplicative Complexity. 1-8 - Yangyan Xu, Chenxin Wu, Bingbing Jiang, Weiguo Sheng:
An Adaptive Water Wave Optimization Algorithm with Enhanced Wave Interaction. 1-8 - Zixu Wang, Jingxuan Wei, Yi Zhang:
A Multi-constraint Handling Techniquebased Niching Evolutionary Algorithm for Constrained Multi-objective optimization Problems. 1-6 - Fernando Lezama, Ricardo Faia, João P. Soares, Pedro Faria, Zita A. Vale:
Learning Bidding Strategies in Local Electricity Markets using Ant Colony optimization. 1-8 - Guilherme Seidyo Imai Aldeia, Fabrício Olivetti de França:
A Parametric Study of Interaction-Transformation Evolutionary Algorithm for Symbolic Regression. 1-8 - Xuezhou Fan, Ke Li, Kay Chen Tan:
Surrogate Assisted Evolutionary Algorithm Based on Transfer Learning for Dynamic Expensive Multi-Objective Optimisation Problems. 1-8 - Daniel Cinalli, Luis Martí, Nayat Sánchez-Pi, Ana Cristina Bicharra Garcia:
Extending Collective Intelligence Evolutionary Algorithms: A Facility Location Problem Application. 1-8 - An Song, Wei-Neng Chen, Xiao-Min Hu:
One-stage and Dual-heuristic Particle Swarm optimization for Virtual Network Embedding. 1-7 - Seyed Jalaleddin Mousavirad, Gerald Schaefer, Leila Esmaeili, Iakov Korovin:
On Improvements of the Human Mental Search Algorithm for Global Optimisation. 1-8 - Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang:
Genetic Programming with Noise Sensitivity for Imputation Predictor Selection in Symbolic Regression with Incomplete Data. 1-8 - Yuri Cossich Lavinas, Claus Aranha, Marcelo Ladeira, Felipe Campelo:
MOEA/D with Random Partial Update Strategy. 1-8 - Zifeng Zhou, Xiaoliang Ma, Zhengping Liang, Zexuan Zhu:
Multi-objective multi-factorial memetic algorithm based on bone route and large neighborhood local search for VRPTW. 1-8 - Tomoaki Takagi, Keiki Takadama, Hiroyuki Sato:
Non-dominated Solution Sampling Using Environmental Selection in EMO algorithms. 1-9 - Antonio Bolufé Röhler, Stephen Chen:
A Multi-Population Exploration-only Exploitation-only Hybrid on CEC-2020 Single Objective Bound Constrained Problems. 1-8 - Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas:
Routing-Led Placement of VNFs in Arbitrary Networks. 1-8 - Liang Qu, Huaisheng Zhu, Yuhui Shi:
BSOGCN: Brain Storm Optimization Graph Convolutional Networks Based Heterogeneous Information Networks Embedding. 1-7 - Ke Chen, Bing Xue, Mengjie Zhang, Fengyu Zhou:
Hybridising Particle Swarm optimisation with Differential Evolution for Feature Selection in Classification. 1-8 - Matteo Manzi, Massimiliano Vasile:
Discovering Unmodeled Components in Astrodynamics with Symbolic Regression. 1-7 - Ashish Mani, Anjali Jain:
Towards realistic mimicking of grey wolves hunting process for bounded single objective optimization. 1-8 - Tomofumi Kitamura, Alex Fukunaga:
Revisiting Success-Histories for Adaptive Differential Evolution. 1-8 - Zhenzhong Wang, Zhongrui Mei, Min Jiang, Gary G. Yen:
Knee Points based Transfer Dynamic Multi-objective optimization Evolutionary Algorithm. 1-7 - Tianye Shu, Ziqi Wang, Jialin Liu, Xin Yao:
A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros. 1-10 - Su Nguyen, Dhananjay R. Thiruvady:
Evolving Large Reusable Multi-pass Heuristics for Resource Constrained Job Scheduling. 1-8 - Philipp Ginsel, Igor Vatolkin, Günter Rudolph:
Analysis of Structural Complexity Features for Music Genre Recognition. 1-8 - Bin Wang, Bing Xue, Mengjie Zhang:
Particle Swarm optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks. 1-8 - Alejandro Rodríguez-Molina, Miguel Gabriel Villarreal-Cervantes, Omar Serrano-Pérez:
Asynchronous bio-inspired tuning for the DC motor speed controller with simultaneous identification and predictive strategies. 1-8 - Thiago R. Fraça, Péricles B. C. Miranda, Ricardo B. C. Prudêncio, Ana C. Lorenaz, André C. A. Nascimento:
A Many-Objective optimization Approach for Complexity-based Data set Generation. 1-8 - Matheus R. D. Ullmann, Deller FJames, Celso G. Camilo-Junior, Tiago do Carmo Nogueira:
Group Composition for Collaborative Learning With Distributed Leadership in MOOCs Using Particle Swarm optimization. 1-10 - Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Hossein Amirinia, Sakib Ahmed:
Optimizing LSTM Based Network For Forecasting Stock Market. 1-7 - Julian Blank, Kalyanmoy Deb:
A Running Performance Metric and Termination Criterion for Evaluating Evolutionary Multi- and Many-objective Optimization Algorithms. 1-8 - Partha P. Biswas, Ponnuthurai N. Suganthan:
Large Initial Population and Neighborhood Search incorporated in LSHADE to solve CEC2020 Benchmark Problems. 1-7 - Ferrante Neri, Yuyang Zhou:
Covariance Local Search for Memetic Frameworks: A Fitness Landscape Analysis Approach. 1-8 - Takumi Sonoda, Masaya Nakata:
MOEA/D-S3: MOEA/D using SVM-based Surrogates adjusted to Subproblems for Many objective optimization. 1-8 - Jiaxiang Yi, Yuansheng Cheng, Jun Liu:
An adaptive constraint-handling approach for optimization problems with expensive objective and constraints. 1-8 - Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic:
Differential Evolution Algorithm for Single Objective Bound-Constrained Optimization: Algorithm j2020. 1-8 - Alex Gliesch, Marcus Ritt, Arthur H. S. Cruz, Mayron César O. Moreira:
A heuristic algorithm for districting problems with similarity constraints. 1-8 - Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang:
Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization. 1-8 - Damla Yüksel, Mehmet Fatih Tasgetiren, Levent Kandiller, Quan-Ke Pan:
Metaheuristics for Energy-Efficient No-Wait Flowshops: A Trade-off Between Makespan and Total Energy Consumption. 1-8 - Christina Brester, Harri Niska, Robert Ciszek, Mikko Kolehmainen:
Weather-based Fault Prediction in Electricity Networks with Artificial Neural Networks. 1-8 - Hande Öztop, Mehmet Fatih Tasgetiren, Levent Kandiller, Quan-Ke Pan:
A Novel General Variable Neighborhood Search through Q-Learning for No-Idle Flowshop Scheduling. 1-8 - Fengyang Sun, Chunxiuzi Liu, Linping Wu, Lin Wang, Shuangrong Liu, Bo Yang:
A Novel Velocity Reinforced Mechanism on Improving Particle Swarm optimization for Ill-conditioned Problems. 1-8 - Santiago Valdés Ravelo, Cláudio N. Meneses, Eduardo A. J. Anacleto:
NP-hardness and evolutionary algorithm over new formulation for a Target Set Selection problem. 1-8 - Yuji Sato, Mikiko Sato, Mads A. Midtlyng, Minami Miyakawa:
Parallel and Distributed MOEA/D with Exclusively Evaluated Mating and Migration. 1-8 - Yao Wang, Zhiming Dong, Tenghui Hu, Xianpeng Wang:
An Improved MOEA/D Algorithm for the Carbon Black Production Line Static and Dynamic Multiobjective Scheduling Problem. 1-8 - David Griñán, Alfredo Ibias:
Generating Tree Inputs for Testing using Evolutionary Computation Techniques. 1-8 - Ranmsés Emanuel Martins Bastos, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg, Matheus da Silva Menezes:
Evolutionary Algorithms for the Traveling Salesman with Multiple Passengers and High Occupancy Problem. 1-8 - Yifeng Li, Ying Tan:
Multi-Scale Collaborative Fireworks Algorithm. 1-8 - Pablo Moscato, Haoyuan Sun, Mohammad Nazmul Haque:
Analytic Continued Fractions for Regression: Results on 352 datasets from the physical sciences. 1-8 - Chun-Wei Tsai, Shin-Jui Liu:
Search Economics for Single-Objective Real-Parameter optimization. 1-7 - Michael Hellwig, Hans-Georg Beyer:
A Modified Matrix Adaptation Evolution Strategy with Restarts for Constrained Real-World Problems. 1-8 - Krzysztof Wójcik, Tomasz Kulpa, Krzysztof Trojanowski:
Variance of particle location in the stochastic model of PSO with inertia weight. 1-8 - Marco Tomassini:
Random Walks on Local Optima Networks. 1-8 - Tobias Jordan, Philippe De Wilde, Fernando Buarque de Lima Neto:
Decision making for two learning agents acting like human agents : A proof of concept for the application of a Learning Classifier Systems. 1-8 - Aidan Murphy, Conor Ryan:
Improving Module Identification and Use in Grammatical Evolution. 1-7 - José Eduardo Henriques da Silva, Heder S. Bernardino, Helio José Corrêa Barbosa, Alex Borges Vieira, Luciana C. D. Campos, Itamar Leite de Oliveira:
Inferring Gene Regulatory Network Models from Time-Series Data Using Metaheuristics. 1-8 - Ting Huang, Yue-Jiao Gong, Xiaoyan Li, Xiao-Min Hu, Jun Zhang:
Niching Evolutionary Computation With a Priori Estimate for Solving Multi-Solution Traveling Salesman Problem. 1-6 - Wenjun Wang, Wei Pang, Paul A. Bingham, Mania Mania, Tzu-Yu Chen, Justin J. Perry:
Evolutionary Learning for Soft Margin Problems: A Case Study on Practical Problems with Kernels. 1-7 - Finn Schofield, Andrew Lensen:
Evolving Simpler Constructed Features for Clustering Problems with Genetic Programming. 1-8 - Paulo S. G. de Mattos Neto, Péricles B. C. Miranda, George D. C. Cavalcanti, Tapas Si, Filipe R. Cordeiro, Mayara Castro:
Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives. 1-8 - Karam M. Sallam, Saber M. Elsayed, Ripon Kumar Chakrabortty, Michael J. Ryan:
Improved Multi-operator Differential Evolution Algorithm for Solving Unconstrained Problems. 1-8 - Okkes Tolga Altinöz:
Modeling of synchronous weapon target assignment problem for howitzer based defense line. 1-8 - Grasiele Regina Duarte, Beatriz Souza Leite Pires de Lima:
Differential Evolution variants combined in a Hybrid Dynamic Island Model. 1-8 - Hao Zhang, Tao Ku, Lianbo Ma, Yibo Yong:
Handling Constrained Multi-Objective optimization with Objective Space Mapping to Decision Space Based on Extreme Learning Machine. 1-7 - Guillaume Maître, Elio Tuci, Eliseo Ferrante:
Opinion dissemination in a swarm of simulated robots with stubborn agents: a comparative study. 1-6 - Hong Zhao, Zhi-Hui Zhan, Jun Zhang:
Adaptive Guidance-based Differential Evolution with Iterative Feedback Archive Strategy for Multimodal optimization Problems. 1-8 - Javier Gurrola-Ramos, Arturo Hernández Aguirre, Oscar Dalmau Cedeño:
COLSHADE for Real-World Single-Objective Constrained optimization Problems. 1-8 - Sheng-Long Jiang, Wei Tang, Wanzhe Hu:
A CMA-ES algorithm for solving the steelmaking scheduling problem involving time buffers. 1-8 - Jens Weise, Sebastian Mai, Heiner Zille, Sanaz Mostaghim:
On the Scalable Multi-Objective Multi-Agent Pathfinding Problem. 1-8 - Luyi Yang, Yazhong Luo, Haiyang Li, Jin Zhang, Zhen Yang, Yue-he Zhu:
A Fast Solution to Two-Impulse Lunar Transfer Trajectory based on Machine Learning Method. 1-8 - Simon Dennis, Andries P. Engelbrecht:
A Review and Empirical Analysis of Particle Swarm optimization Algorithms for Dynamic Multi-Modal optimization. 1-8 - Aurora Esteban, Amelia Zafra, Sebastián Ventura:
A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning. 1-8 - Siddhartha Bhattacharyya, Tulika Dutta, Sandip Dey:
Multilevel Quantum Inspired Fractional Order Ant Colony Optimization for Automatic Clustering of Hyperspectral Images. 1-8 - Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang:
A Decomposition based Multi-objective Evolutionary Algorithm with ReliefF based Local Search and Solution Repair Mechanism for Feature Selection. 1-8 - Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Santiago Enrique Conant-Pablos, Hugo Terashima-Marín:
A Primary Study on Hyper-Heuristics to Customise Metaheuristics for Continuous optimisation. 1-8 - Yang Shen, Jian Yang, Shi Cheng, Yuhui Shi:
BSO-AL: Brain Storm Optimization Algorithm with Adaptive Learning Strategy. 1-7 - Ramses Sala, Ralf Müller:
Benchmarking for Metaheuristic Black-Box Optimization: Perspectives and Open Challenges. 1-8 - Danilo Pelusi, Raffaele Mascella, Luca G. Tallini:
A fitness dependent salp swarm algorithm. 1-6 - Jun Yu, Ben Niu:
Simplified Bacterial Foraging optimization Based on Reverse Chemotaxis Strategy. 1-6 - Pratyusha Rakshit, Archana Chowdhury, Amit Konar, Atulya K. Nagar:
Migration in Multi-Population Differential Evolution for Many Objective Optimization. 1-8 - Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth F. Wanner:
An Assignment Problem Formulation for Dominance Move Indicator. 1-8 - Syed Mohtashim Abbas Bokhari, Oliver E. Theel:
A Genetic Programming-Based Multi-Objective Optimization Approach to Data Replication Strategies for Distributed Systems. 1-9 - Léo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib:
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm. 1-6 - Varun Ojha, Giuseppe Nicosia:
Multi-Objective Optimisation of Multi-Output Neural Trees. 1-8 - Joseph Alexander Brown, Daniel A. Ashlock, Sheridan K. Houghten, Angelo Romualdo:
Evolutionary Graph Compression and Diffusion Methods for City Discovery in Role Playing Games. 1-8 - Luis Filipe de Araujo Pessoa, Bernd Hellingrath, Fernando Buarque de Lima Neto:
Cartesian Genetic Programming Hyper-Heuristic with Parameter Configuration for Production Lot-Sizing. 1-8 - Lorenzo Gentile, Elisa Morales, Domenico Quagliarella, Edmondo A. Minisci, Thomas Bartz-Beielstein, Renato Tognaccini:
High-Lift Devices Topology Optimisation using Structured-Chromosome Genetic Algorithm. 1-9 - Andrew Dong, Daniel A. Ashlock:
Clustering Julia Set Examples to Enhance Evolution of Fractal Parameters. 1-8 - Hajira Jabeen, Jonas Weinz, Jens Lehmann:
AutoChef: Automated Generation of Cooking Recipes. 1-7 - Ravneil Nand, Kaylash Chaudhary, Bibhya Sharma:
Stepping ahead based hybridization of meta-heuristic model for solving Global Optimization Problems. 1-8 - Alimed Celecia Ramos, Marley M. B. R. Vellasco:
Chaotic Quantum-inspired Evolutionary Algorithm: enhancing feature selection in BCI. 1-8 - Azam Asilian Bidgoli, Steven Trumble, Shahryar Rahnamayan:
Discovering Numerous Strassen's Equivalent Equations Using a Simple Micro Multimodal GA: Evolution in Action. 1-8 - Jiangtao Shen, Peng Wang, Xinjing Wang:
Managing Radial Basis Functions for Evolutionary Many-Objective optimization. 1-8 - Mohammad Loni, Ali Zoljodi, Daniel Maier, Amin Majd, Masoud Daneshtalab, Mikael Sjödin, Ben H. H. Juurlink, Reza Akbari:
DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture. 1-8 - Jakob Bossek, Pascal Kerschke, Heike Trautmann:
Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection. 1-8 - Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin:
Ranked Archive Differential Evolution with Selective Pressure for CEC 2020 Numerical Optimization*. 1-7 - Cristian Ramírez-Atencia, Tobias Benecke, Sanaz Mostaghim:
T-EA: A Traceable Evolutionary Algorithm. 1-8 - Dani Irawan, Boris Naujoks, Michael Emmerich:
Cooperative-Coevolution-CMA-ES with Two-Stage Grouping. 1-8 - Bruno Canizes, João P. Soares, Fernando Lezama, Zita A. Vale:
Complex Large-Scale Energy Resource Management Optimization Considering Demand Flexibility. 1-8 - Lorena Gutiérrez-Madroñal, Antonio García-Domínguez, Inmaculada Medina-Bulo:
Combining Evolutionary Mutation Testing with Random Selection. 1-8 - João P. Soares, Fernando Lezama, Zita A. Vale, Stephane Brisset, Bruno François:
Safety Isolating Transformer Design using HyDE-DF algorithm. 1-7 - Leonardo Augusto Ferreira, Frederico Gadelha Guimarães, Rodrigo Silva:
Applying Genetic Programming to Improve Interpretability in Machine Learning Models. 1-8 - James Alexander Hughes, Sheridan K. Houghten, Joseph Alexander Brown:
Gait Model Analysis of Parkinson's Disease Patients under Cognitive Load. 1-8 - Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan:
A Novel Center-based Differential Evolution Algorithm. 1-8 - Ryan Dieter Lang, Andries P. Engelbrecht:
Decision Space Coverage of Random Walks. 1-8 - Padmini Rajagopalan, Kay E. Holekamp, Risto Miikkulainen:
Evolution of Complex Coordinated Behavior. 1-8 - Ahmad Abdulla Al-Buenain, Damla Kizilay, Ozge Buyukdagli, Mehmet Fatih Tasgetiren:
A Novel Differential Evolution Algorithm with Q-Learning for Economical and Statistical Design of X-Bar Control Charts. 1-8 - Hongchun Qu, Zonglan Li, Jingjing Wu:
Integrated Learning Method for Anomaly Detection Combining KLSH and Isolation Principles. 1-6 - Changwu Huang, Yuanxiang Li, Xin Yao:
Online Parameter Tuned SAHiD Algorithm for Capacitated Arc Routing Problems. 1-8 - Tingjun Lei, Chaomin Luo, John E. Ball, Shahram Rahimi:
A Graph-based Ant-like Approach to Optimal Path Planning. 1-6 - Ashkan Tashk, Esmaeil S. Nadimi:
An Innovative Polyp Detection Method from Colon Capsule Endoscopy Images Based on A Novel Combination of RCNN and DRLSE. 1-6 - João E. Batista, Sara Silva:
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP. 1-8 - Jake Gutierrez, Jacob Schrum:
Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda. 1-8 - Xupeng Wen, Guohua Wu, Mingfeng Fan, Rui Wang, Ponnuthurai Nagaratnam Suganthan:
Voting-mechanism based ensemble constraint handling technique for real-world single-objective constrained optimization. 1-8 - Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
DISH-XX Solving CEC2020 Single Objective Bound Constrained Numerical optimization Benchmark. 1-8 - Kent Hino, Yusuke Kimura, Yue Dong, Takahiro Shinozaki:
Dual Inheritance Evolution Strategy for Deep Neural Network Optimization. 1-7 - Hongbin Dong, Yuyao Pan, Jing Sun:
High Dimensional Feature Selection Method of Dual Gbest Based on PSO. 1-8 - Takfarinas Saber, David Lynch, David Fagan, Stepán Kucera, Holger Claussen, Michael O'Neill:
Hierarchical Grammar-Guided Genetic Programming Techniques for Scheduling in Heterogeneous Networks. 1-8 - Francesca Abbona, Leonardo Vanneschi, Marco Bona, Mario Giacobini:
A GP approach for precision farming. 1-8 - Junqi Zhang, Jianqing Chen, Lei Che:
Hybrid PSO Algorithm with Adaptive Step Search in Noisy and Noise-free Environments. 1-8 - Rahul Dubey, Sushil J. Louis, Shamik Sengupta:
Evolving Dynamically Reconfiguring UAV-hosted Mesh Networks. 1-8 - Justin Schlauwitz, Petr Musílek:
A Dimension-Wise Particle Swarm Optimization Algorithm Optimized via Self-Tuning. 1-8 - Ashish Upadhyay, Tien Thanh Nguyen, Stewart Massie, John A. W. McCall:
WEC: Weighted Ensemble of Text Classifiers. 1-8 - Hang Zhou, Jun Zhou, Sheng-Hao Gu, Tianqi Wang, Xiao-Bing Hu:
A Self-Adaptive Hybrid Algorithm for Planning City Air Terminals. 1-7 - Priyanshi Shah, Ziad Kobti:
Multimodal fake news detection using a Cultural Algorithm with situational and normative knowledge. 1-7 - Phillip S. M. Skelton, Anthony Finn, Russell S. A. Brinkworth:
Improving an Optical Flow Estimator Inspired by Insect Biology using Adaptive Genetic Algorithms. 1-10 - Ciel Thaddeus Choo, Joo Hock Ang, Simon Kuik, Louis Choo Ming Hui, Yun Li, Cindy Goh:
Ship Design with a Morphing Evolutionary Algorithm. 1-8 - Ioannis Gatopoulos, Romain Lepert, Auke J. Wiggers, Giovanni Mariani, Jakub M. Tomczak:
Evolutionary Algorithm with Non-parametric Surrogate Model for Tensor Program optimization. 1-8 - Guanqiang Gao, Yi Mei, Bin Xin, Ya-Hui Jia, Will N. Browne:
A Memetic Algorithm for the Task Allocation Problem on Multi-robot Multi-point Dynamic Aggregation Missions. 1-8 - Haoling Zhang, Chao-Han Huck Yang, Hector Zenil, Narsis Aftab Kiani, Yue Shen, Jesper N. Tegnér:
Evolving Neural Networks through a Reverse Encoding Tree. 1-10 - Alessandro Niccolai, Francesco Grimaccia, Marco Mussetta, Riccardo Enrico Zich:
Different Approaches to Multi-Objective Sparse Array Problem with Social Network optimization. 1-7 - Chaofan Tu, Menglin Cui:
Learning Regular Expressions for Interpretable Medical Text Classification Using a Pool-based Simulated Annealing Approach. 1-7 - Arwa O. Erick, Komla A. Folly:
Power Flow Management in Electric Vehicles Charging Station Using Reinforcement Learning. 1-8 - Dongsheng Yang, Xianyu Zhou, Zhile Yang, Qiangqiang Jiang, Wei Feng:
Multi-objective optimization Model for Flexible Job Shop Scheduling Problem Considering Transportation Constraints: A Comparative Study. 1-8 - Daniel A. Ashlock, Julie Greensmith:
Necrotic Control of the Aesthetics of Evolved Art. 1-8 - Lukas Pröhl, Harald Aschemann:
Multimodal optimization for the Trajectory Planning of Railway Vehicles. 1-6 - Miaomiao Qu, Jian Wang, Xuhua Shi, Xiaoxia Chen:
Trust Regions in Surrogate-Assisted Local Search for Industrial Columns' Mass Transfer Efficiencies Estimation. 1-6 - Pavel Krömer, Jan Platos, Václav Snásel:
Self-organizing Migrating Algorithm for the Single Row Facility Layout Problem. 1-8 - Joseph Alexander Brown, Hamna Aslam, Daria Miklashevskaya, Nikita Lozhnikov:
Pedagogical Evolved Art: An Examination and Results of the Innopolis Al Art Contest. 1-8 - Xinan Chen, Ruibin Bai, Rong Qu, Haibo Dong, Jianjun Chen:
A Data-Driven Genetic Programming Heuristic for Real-World Dynamic Seaport Container Terminal Truck Dispatching. 1-8 - Yinglan Feng, Liang Feng, Yaqing Hou, Kay Chen Tan:
Large-Scale optimization via Evolutionary Multitasking assisted Random Embedding. 1-8 - Jose M. Moyano, Eva Lucrecia Gibaja Galindo, Krzysztof J. Cios, Sebastián Ventura:
Tree-Shaped Ensemble of Multi-Label Classifiers using Grammar-Guided Genetic Programming. 1-8 - Michael Dubé, Sheridan K. Houghten, Daniel A. Ashlock:
Modelling of Vaccination Strategies for Epidemics using Evolutionary Computation. 1-8 - Oluwaseyi Ogun, Mbetobong Enoh, Georgina Cosma, Aboozar Taherkhani, Vincenzo Madonna:
Enhancing Prediction in Cyclone Separators through Computational Intelligence. 1-8 - Estefania Yap, Mario A. Muñoz, Kate Smith-Miles, Arnaud Liefooghe:
Instance Space Analysis of Combinatorial Multi-objective Optimization Problems. 1-8 - Haotian Zhang, Jianyong Sun, Zongben Xu:
Adaptive Structural Hyper-Parameter Configuration by Q-Learning. 1-8 - Yoshiki Kobayashi, Isao Ono:
Sequential Estimation of States and Parameters of Nonlinear State Space Models Using Particle Filter and Natural Evolution Strategy. 1-8 - Aritz D. Martinez, Eneko Osaba, Javier Del Ser, Francisco Herrera:
Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial optimization. 1-8 - Kehinde O. Babaagba, Zhiyuan Tan, Emma Hart:
Improving Classification of Metamorphic Malware by Augmenting Training Data with a Diverse Set of Evolved Mutant Samples. 1-7 - Masakazu Tadokoro, Satoshi Hasegawa, Takato Tatsumi, Hiroyuki Sato, Keiki Takadama:
Local Covering: Adaptive Rule Generation Method Using Existing Rules for XCS. 1-8 - Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang:
Multi-Tree Genetic Programming-based Transformation for Transfer Learning in Symbolic Regression with Highly Incomplete Data. 1-8 - Xavier Sánchez, José Carlos Ortiz-Bayliss, Iván Amaya, Jorge M. Cruz-Duarte, Santiago Enrique Conant-Pablos, Hugo Terashima-Marín:
A Preliminary Study on Feature-independent Hyper-heuristics for the 0/1 Knapsack Problem. 1-8 - Junjie Jiang, Xifan Yao, Erfu Yang, Jorn Mehnen, Hongnian Yu:
An Improved Adaptive Genetic Algorithm for Mobile Robot Path Planning Analogous to the Ordered Clustered TSP. 1-8 - Yizhe Zhao, Hao Li, Yue Wu, Shanfeng Wang, Maoguo Gong:
Endmember Selection of Hyperspectral Images based on Evolutionary Multitask. 1-7 - Yiming Peng, Hisao Ishibuchi:
A Decomposition-based Large-scale Multi-modal Multi-objective optimization Algorithm. 1-8 - Alfredo Ibias, Luis Llana:
Feature Selection using Evolutionary Computation Techniques for Software Product Line Testing. 1-8 - Antonio LaTorre, Daniel Molina:
On The Role Of Execution Order In Hybrid Evolutionary Algorithms. 1-8 - Jun Yu, Hideyuki Takagi:
Multi-species Generation Strategy-Based Vegetation Evolution. 1-6 - Mikel Malagón, Ekhine Irurozki, Josu Ceberio:
Alternative Representations for Codifying Solutions in Permutation-Based Problems. 1-8 - Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan, Gerald Schaefer:
Many-level Image Thresholding using a Center-Based Differential Evolution Algorithm. 1-7 - Aadi Swadipto Mondal:
Evolution of Convolution Neural Network Architectures using Genetic Algorithm. 1-8 - Thu Huong Nguyen, Andrea G. B. Tettamanzi:
Grammatical Evolution to Mine OWL Disjointness Axioms Involving Complex Concept Expressions. 1-8 - Luciano D. S. Pacífico, Teresa Bernarda Ludermir:
An Evaluation on Competitive and Cooperative Evolutionary Algorithms for Data Clustering. 1-8 - Renato Miranda Filho, Anísio Lacerda, Gisele L. Pappa:
Explaining Symbolic Regression Predictions. 1-8 - Rohit Salgotra, Urvinder Singh, Sriparna Saha, Amir H. Gandomi:
Improving Cuckoo Search: Incorporating Changes for CEC 2017 and CEC 2020 Benchmark Problems. 1-7 - Abhinandan Khan, Goutam Saha, Rajat Kumar Pal:
Mitigating the Effects of External Perturbations on a Gene Regulatory Network using Feedback Controllers. 1-8 - Johana Florez-Lozano, Fabio Caraffini, Carlos Parra, Mario Gongora:
Training Data Set Assessment for Decision-Making in a Multiagent Landmine Detection Platform. 1-8 - Stephen Friess, Peter Tiño, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Representing Experience in Continuous Evolutionary optimisation through Problem-tailored Search Operators. 1-7 - S. Mostapha Kalami Heris, Shahryar Rahnamayan:
Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action. 1-8 - Ali Moltajaei Farid, Malek Mouhoub, Javid Sharifi:
Intelligent Controllers based on Genetic Algorithms for Reducing Energy and Water Waste. 1-7 - Fan Li, Liang Gao, Weiming Shen, Xiwen Cai, Shifeng Huang:
A Surrogate-Assisted Offspring Generation Method for Expensive Multi-objective optimization Problems. 1-8 - Ismail M. Ali, Daryl Essam, Kathryn Kasmarik:
Differential Evolution Algorithm for Multiple Inter-dependent Components Traveling Thief Problem. 1-8 - Gustavo de Araujo Sabry, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg, Matheus da Silva Menezes, José Gomes Lopes Filho:
Evolutionary algorithms for the Traveling Car Renter with Passengers. 1-8 - Giacomo Acciarini, Dario Izzo, Erwin Mooij:
MHACO: a Multi-Objective Hypervolume-Based Ant Colony Optimizer for Space Trajectory Optimization. 1-8 - Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar:
Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem. 1-8 - Jingbo Jiang, Diego Legrand, Robert Severn, Risto Miikkulainen:
A Comparison of the Taguchi Method and Evolutionary optimization in Multivariate Testing. 1-6 - Nicolas Fontbonne, Olivier Dauchot, Nicolas Bredèche:
Distributed On-line Learning in Swarm Robotics with Limited Communication Bandwidth. 1-8 - Daofu Guo, Zhigang Ren, Yongsheng Liang, An Chen:
Scaling Up Radial Basis Function for High-Dimensional Expensive Optimization Using Random Projection. 1-8 - Amani M. Benhalem, Michael A. Lones:
Neural-Guided Particle Swarm optimization. 1-7 - Huynh Thi Thanh Binh, Ta Bao Thang, Nguyen Binh Long, Ngo Viet Hoang, Pham Dinh Thanh:
Multifactorial Evolutionary Algorithm for Inter-Domain Path Computation under Domain Uniqueness Constraint. 1-8 - Ryan McBride, Herbert H. Tsang:
Examination of Annealing Schedules for RNA Design. 1-8 - Wei Zhou, Liang Feng, Zexuan Zhu, Kai Liu, Chao Chen, Zhou Wu:
Tracking Moving Optima of Dynamic Multi-objective Problem via Prediction in Objective Space. 1-8 - Felipe V. Cacique, Adriano C. M. Pereira:
Pattern searcher for decision making of trading agents using Genetic Algorithm. 1-8 - Tomohiro Harada, Kei Murano, Ruck Thawonmas:
Proposal of Multimodal Program optimization Benchmark and Its Application to Multimodal Genetic Programming. 1-8 - Tinkle Chugh:
Scalarizing Functions in Bayesian Multiobjective Optimization. 1-8 - Alexander E. I. Brownlee, Justyna Petke, Anna F. Rasburn:
Injecting Shortcuts for Faster Running Java Code. 1-8 - Fernando Garza-Santisteban, Iván Amaya, Jorge Cruz, José Carlos Ortiz-Bayliss, Ender Özcan, Hugo Terashima-Marín:
Exploring Problem State Transformations to Enhance Hyper-heuristics for the Job-Shop Scheduling Problem. 1-8 - Frumen Olivas, Iván Amaya, José Carlos Ortiz-Bayliss, Santiago E. Conant-Pablos, Hugo Terashima-Marín:
A Fuzzy Hyper-Heuristic Approach for the 0-1 Knapsack Problem. 1-8 - Pedro Henrique Narloch, Mathias J. Krause, Márcio Dorn:
Multi-Objective Differential Evolution Algorithms for the Protein Structure Prediction Problem. 1-8 - Firoz Mahmud, Forhad Zaman, Ruhul A. Sarker, Daryl Essam:
Heuristic Embedded Genetic Algorithm for Heterogeneous Project Scheduling Problems. 1-8 - Iti Chaturvedi, Erik Cambria, Sandro Cavallari, Roy E. Welsch:
Genetic Programming for Domain Adaptation in Product Reviews. 1-8 - Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang:
Genetic Programming Hyper-Heuristics with Probabilistic Prototype Tree Knowledge Transfer for Uncertain Capacitated Arc Routing Problems. 1-8 - Saúl Zapotecas Martínez, Adriana Menchaca-Méndez:
On the Performance of Generational and Steady-State MOEA/D in the Multi-Objective 0/1 Knapsack Problem. 1-8 - Christoph Waibel, Georgios Mavromatidis, Yong-Wei Zhang:
Fitness Landscape Analysis Metrics based on Sobol Indices and Fitness- and State-Distributions. 1-8 - Jinglei Guol, Tianpei Cheng, Zhun Fan, Xinyu Zhou:
LSHADE with S-shape Constraint-handling Technique in Push and Pull Search for Constrained optimization Problems. 1-8 - Lingchen Sun, Lin Li, Bin Feng, Quan Pan:
Novel Multi-objecitve Evolutionary Algorithm for Color Filter Arrays Design. 1-8 - Stefan van der Stockt, Andries P. Engelbrecht, Christopher W. Cleghorn:
Heuristic Space Diversity Measures for Population-based Hyper-heuristics. 1-9 - Evgenia Papavasileiou, Jan Cornelis, Bart Jansen:
Behavior-based Speciation in Classification with NeuroEvolution. 1-7 - Zhihao Zhao, Fangqing Gu, Yiu-ming Cheung:
Co-operative Prediction Strategy for Solving Dynamic Multi-Objective Optimization Problems. 1-7 - Karam M. Sallam, Saber M. Elsayed, Ripon Kumar Chakrabortty, Michael J. Ryan:
Multi-Operator Differential Evolution Algorithm for Solving Real-World Constrained Optimization Problems. 1-8 - David Grochol, Lukás Sekanina:
Evolutionary Design of Hash Functions for IPv6 Network Flow Hashing. 1-8 - Ramses Sala, Ralf Müller:
Benchmarking for Metaheuristic Black-Box Optimization: Perspectives and Open Challenges. 1-8 - Moshfeka Rahman, Yuanliang Li, Jun Yan:
Multi-Objective Evolutionary Optimization for Worst-Case Analysis of False Data Injection Attacks in the Smart Grid. 1-8 - Conor Ryan, Atif Rafiq, Enrique Naredo:
Pyramid: A Hierarchical Approach to Scaling Down Population Size in Genetic Algorithms. 1-8 - Weiliang Ye, Ruijiao Liu, Yangyang Li, Licheng Jiao:
Quantum-Inspired Evolutionary Algorithm for Convolutional Neural Networks Architecture Search. 1-8 - Emilia Rutkowski, Sheridan K. Houghten:
Cryptanalysis of RSA: Integer Prime Factorization Using Genetic Algorithms. 1-8 - Khalid Kattan, Robert G. Reynolds:
Using Cultural Algorithms to Learn the Impact of Climate on Local Fishing Behavior in Cerro Azul, Peru. 1-10 - Shaaban A. Sahmoud, Haluk Rahmi Topcuoglu:
Memory-Assisted Dynamic Multi-Objective Evolutionary Algorithm for Feature Drift Problem. 1-8 - Yunwei Zhang, Chunlin Gong, Chunna Li:
Surrogate-Assisted Memetic Algorithm with Adaptive Patience Criterion for Computationally Expensive Optimization. 1-8 - Lucas A. da Silveira, José Luis Soncco-Álvarez, Thaynara A. de Lima, Mauricio Ayala-Rincón:
Behavior of Bioinspired Algorithms in Parallel Island Models. 1-8 - Junya Tsubamoto, Akira Notsu, Seiki Ubukata, Katsuhiro Honda:
Proposal of Adaptive Randomness in Differential Evolution. 1-8 - Weiyu Chen, Hisao Ishibuchi, Ke Shang:
Modified Distance-based Subset Selection for Evolutionary Multi-objective Optimization Algorithms. 1-8 - Yann-Chern Jou, Shuo-Ying Wang, Jia-Fong Yeh, Tsung-Che Chiang:
Multi-population Modified L-SHADE for Single Objective Bound Constrained optimization. 1-8 - Rafael de Santiago, Luís C. Lamb:
Exact Signed Modularity Density Maximization Solutions and Their Real Meaning*. 1-7 - Qiangqiang Jiang, Yuanjun Guo, Zhile Yang, Xianyu Zhou:
A parallel whale optimization algorithm and its implementation on FPGA. 1-8 - XingGui Ye, Peng Wang:
Adaptive Multi-scale Quantum Harmonic Oscillator Algorithm Based on Evolutionary Strategy. 1-8 - Mariel Barbachan e Silva, Pilib Ó Broin:
An optimised ensemble for antibody-mediated rejection status prediction in kidney transplant patients. 1-8 - Lin Bao, Xiaoyan Sun, Dunwei Gong, Yong Zhang, Biao Xu:
Enhanced Interactive Estimation of Distribution Algorithms with Attention Mechanism and Restricted Boltzmann Machine. 1-9 - Man-Fai Leung, Sin Chun Ng:
A hybrid algorithm based on MOEA/D and local search for multiobjective optimization. 1-8 - Conor Fahy, Fabio Caraffini, Mario Gongora:
A Multi-Agent System for Modelling the Spread of Lethal Wilt in Oil-Palm Plantations. 1-7 - Damla Kizilay, Mehmet Fatih Tasgetiren, Hande Öztop, Levent Kandiller, Ponnuthurai N. Suganthan:
A Differential Evolution Algorithm with Q-Learning for Solving Engineering Design Problems. 1-8 - Ruozhen Zheng:
An Improved Discrete Particle Swarm Optimization for Airline Crew Rostering Problem. 1-7 - Simon J. Hickinbotham, Romicronisín McConnell, Imelda Friel, Mark Price, Wei Zhang, Andy M. Tyrrell:
Novelty Search for Shape Descriptors. 1-7 - Nicolás Rojas-Morales, María Cristina Riff:
A Practical Tuner based on Opposite Information. 1-8 - Wenjie Liu, Wenjian Luo, Xin Lin, Miqing Li, Shengxiang Yang:
Evolutionary Approach to Multiparty Multiobjective Optimization Problems with Common Pareto Optimal Solutions. 1-9 - Seyedeh Zahra Mirjalili, Stephan K. Chalup, Seyedali Mirjalili, Nasimul Noman:
Robust Multi-Objective optimization using Conditional Pareto Optimal Dominance. 1-8 - Theodor Cimpeanu, The Anh Han:
Making an Example: Signalling Threat in the Evolution of Cooperation. 1-8 - Tran Thi Huong, Huynh Thi Thanh Binh, Phi-Le Nguyen, Doan Cao Thanh Long, Vuong Dinh An, Le Trong Vinh:
Optimizing Charging Locations and Charging Time for Energy Depletion Avoidance in Wireless Rechargeable Sensor Networks. 1-8 - Unai Garciarena, Alexander Mendiburu, Roberto Santana:
Envisioning the Benefits of Back-Drive in Evolutionary Algorithms. 1-8 - Mateus Roder, Gustavo Henrique de Rosa, Leandro Aparecido Passos, João Paulo Papa, André Luis Debiaso Rossi:
Harnessing Particle Swarm optimization Through Relativistic Velocity. 1-8 - Michalis Mavrovouniotis, Charalambos Menelaou, Stelios Timotheou, Georgios Ellinas, Christoforos Panayiotou, Marios M. Polycarpou:
A Benchmark Test Suite for the Electric Capacitated Vehicle Routing Problem. 1-8 - Guang Peng, Katinka Wolter:
A Novel Archive Maintenance for Adapting Weight Vectors in Decomposition-based Multi-objective Evolutionary Algorithms. 1-8 - Jakub Kowalski, Radoslaw Miernik:
Evolutionary Approach to Collectible Arena Deckbuilding using Active Card Game Genes. 1-8 - Marwa Hammami, Slim Bechikh, Mohamed Makhlouf, Chih-Cheng Hung, Lamjed Ben Said:
Class Dependent Feature Construction as a Bi-level optimization Problem. 1-8 - Dhananjay R. Thiruvady, Asef Nazari, Atabak Elmi:
An Ant Colony Optimisation Based Heuristic for Mixed-model Assembly Line Balancing with Setups. 1-8 - Xiangyi Teng, Jing Liu:
Atrributed Graph Embedding Based on Multiobjective Evolutionary Algorithm for Overlapping Community Detection. 1-8 - Alfeu Uzai Tavares, Márcio Dorn:
Determining the Conformational Flexibility of Disaccharides with an Adaptive Differential Evolution Approach. 1-8 - Ricardo Henrique Remes de Lima, Aurora T. R. Pozo, Alexander Mendiburu, Roberto Santana:
A Symmetric grammar approach for designing segmentation models. 1-8 - Leonardo de Lima Correa, Luciana Arantes, Pierre Sens, Mario Inostroza-Ponta, Márcio Dorn:
A dynamic evolutionary multi-agent system to predict the 3D structure of proteins. 1-8 - Ryoma J. Ohira, Md. Saiful Islam:
GPU Accelerated Genetic Algorithm with Sequence-based Clustering for Ordered Problems. 1-8 - Bo Liu, Siqi Qiu, Ming Li:
Simultaneous Scheduling Strategy: A Novel Method for Flexible Job Shop Scheduling Problem. 1-8 - Takfarinas Saber, Shen Wang:
Evolving Better Rerouting Surrogate Travel Costs with Grammar-Guided Genetic Programming. 1-8 - Yuanchao Liu, Jianchang Liu, Tianzi Zheng, Yongkuan Yang:
A Surrogate-Assisted Clustering Particle Swarm Optimizer for Expensive Optimization Under Dynamic Environment. 1-8 - Diego Oliva, Erick Rodríguez-Esparza, Marcella S. R. Martins, Mohamed E. Abd Elaziz, Salvador Hinojosa, Ahmed A. Ewees, Songfeng Lu:
Balancing the Influence of Evolutionary Operators for Global optimization. 1-8 - Michal Bidlo:
Evolution of Cellular Automata with Conditionally Matching Rules for Image Filtering. 1-8 - Matthew Witten, Owen Clancey:
Feasibility of Genetic Programming for the Optimization of Tissue-Type-Segmented Maps in the Generation of Synthetic CT in Radiation Therapy Treatment Planning. 1-6 - Yoshihiro Ohta, Takafumi Sasakawa, Hiroyuki Sato:
Evolutionary Air-Conditioning optimization Using an LSTM-Based Surrogate Evaluator. 1-8 - Benjamin P. Evans, Bing Xue, Mengjie Zhang:
An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML. 1-8 - William B. Langdon:
Genetic Improvement of Genetic Programming. 1-8 - Rui Wang, Ge Bai, Shuo Wang, Yu Wang, Min Tan:
PSO-based Optimal Formation of Multiple Biomimetic Underwater Vehicles. 1-6 - Miguel Benito-Parejo, Mercedes G. Merayo:
An evolutionary algorithm for selection of test cases. 1-8 - Hoang Lam Le, Dario Landa-Silva, Mikel Galar, Salvador García, Isaac Triguero:
A Hybrid Surrogate Model for Evolutionary Undersampling in Imbalanced Classification. 1-8 - Tatiana C. Meister, Toni Ismael Wickert, Luciana S. Buriol:
Solving a physician rostering problem. 1-7 - Willian Douglas Ferrari Mendonça, Wesley K. G. Assunção, Lucas V. Estanislau, Silvia R. Vergilio, Alessandro Garcia:
Towards a Microservices-Based Product Line with Multi-Objective Evolutionary Algorithms. 1-8 - Santiago Gonzalez, Risto Miikkulainen:
Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization. 1-8 - Jakob Bossek, Christian Grimme, Günter Rudolph, Heike Trautmann:
Towards Decision Support in Dynamic Bi-Objective Vehicle Routing. 1-8 - Claudio Sanhueza, Alexandre Mendes, Martin Jackson, Riley Clement:
An efficient genetic algorithm for the train scheduling problem with fleet management. 1-8 - Yongsheng Liang, Zhigang Ren, An Chen, Daofu Guo:
Traffic Signal Optimization with Estimation of Distribution Algorithms and VISSIM-MATLAB Integrated Simulation Platform. 1-7 - Tim Janus, Anne Lüubbers, Sebastian Engell:
Neural Networks for Surrogate-assisted Evolutionary optimization of Chemical Processes. 1-8 - Djallel Bouneffouf, Irina Rish, Charu C. Aggarwal:
Survey on Applications of Multi-Armed and Contextual Bandits. 1-8 - Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi:
A Study of Fitness Landscapes for Neuroevolution. 1-8 - Eneko Osaba, Aritz D. Martinez, Jesus L. Lobo, Javier Del Ser, Francisco Herrera:
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis. 1-8 - Sara Tari, Nicolas Szczepanski, Lucien Mousin, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan:
Multi-objective Automatic Algorithm Configuration for the Classification Problem of Imbalanced Data. 1-8 - Ernesto Serrano Collado, Mario García Valdez, Juan Julián Merelo Guervós:
Improving evolution of service configurations for moving target defense. 1-8 - Jian Yang, Yang Shen, Yuhui Shi:
Brain Storm Robotics: An Automatic Design Framework for Multi-Robot Systems. 1-8 - Scott Hallauer, Geoff Nitschke:
Energy and Complexity in Evolving Collective Robot Bodies and Brains. 1-8 - Miao Zheng, Yoshikazu Fukuyama, Mohammed El-Abd, Tatsuya Iizaka, Tetsuro Matsui:
Overall Optimization of Smart City by Multi-population Global-best Brain Storm Optimization using Cooperative Coevolution. 1-7 - Tushar Semwal, Simona Aracri, Alistair C. McConnell, Mohammed E. Sayed, Adam A. Stokes:
A Systems Approach to Real-World Deployment of Industrial Internet of Things. 1-8 - Qingte Zhou, Huan-yu Zheng, Shengyao Wang, Jinghua Hao, Renqing He, Zhizhao Sun, Xing Wang, Ling Wang:
Two Fast Heuristics for Online Order Dispatching. 1-8 - Jing-Fang Chen, Shengyao Wang, Ling Wang, Jie Zheng, Ying Cha, Jinghua Hao, Renqing He, Zhizhao Sun:
A Hybrid Differential Evolution Algorithm for the Online Meal Delivery Problem. 1-8 - Kai Eivind Wu, George Panoutsos:
A New Method for Generating and Indexing Reference Points in Many Objective Optimisation. 1-8 - Bonfim Amaro Júnior, Rodrigo Lima da Costa, Plácido Rogério Pinheiro, Luiz Jonatã Pires de Araújo, Alexandr Grichshenko:
A biased random-key genetic algorithm using dotted board model for solving two-dimensional irregular strip packing problems. 1-8 - Ronaldd Pinho, Filipe Saraiva:
A Comparison of Crossover Operators in Genetic Algorithms for Switch Allocation Problem in Power Distribution Systems. 1-8 - Lorenzo Gentile, Gianluca Filippi, Edmondo A. Minisci, Thomas Bartz-Beielstein, Massimiliano Vasile:
Preliminary spacecraft design by means of Structured-Chromosome Genetic Algorithms. 1-8 - Ye Tian, Ran Cheng, Xingyi Zhang, Yaochu Jin:
Techniques for Accelerating Multi-Objective Evolutionary Algorithms in PlatEMO. 1-8 - Zhenyao Zhao, Min Jiang, Shihui Guo, Zhenzhong Wang, Fei Chao, Kay Chen Tan:
Improving Deep Learning based Optical Character Recognition via Neural Architecture Search. 1-7 - Lorenzo Federici, Boris Benedikter, Alessandro Zavoli:
EOS: a Parallel, Self-Adaptive, Multi-Population Evolutionary Algorithm for Constrained Global Optimization. 1-10 - Stephen Chen, Imran Abdulselam, Naeeme YadollahPour, Yasser González-Fernández:
Particle Swarm optimization with pbest Perturbations. 1-8 - Petr Bujok, Patrik Kolenovsky, Vladimir Janisch:
Eigenvector Crossover in jDE100 Algorithm. 1-6 - Yaroslav Pylyavskyy, Ahmed Kheiri, Leena N. Ahmed:
A Reinforcement Learning Hyper-heuristic for the optimisation of Flight Connections. 1-8 - Bo Liu, Mobayode O. Akinsolu, Qingfu Zhang:
Hybrid Single and Multiobjective optimization for Engineering Design without Exact Specifications. 1-7 - Qiyu Cai, Xinyu Zhou, Anquan Jie, Maosheng Zhong, Mingwen Wang, Hui Wang, Hu Peng:
Enhancing Artificial Bee Colony Algorithm with Dynamic Best Neighbor-guided Search Strategy. 1-8 - Jair Pereira Junior, Claus Aranha, Tetsuya Sakurai:
A Training Difficulty Schedule for Effective Search of Meta-Heuristic Design. 1-8 - Fang-Yi Lo, Chao-Hong Chen, Ying-Ping Chen:
Shrinking Counterexamples in Property-Based Testing with Genetic Algorithms. 1-8 - Ying-Feng Hsu, Makiko Ito, Takumi Maruyama, Morito Matsuoka, Nicolas Jung, Yuki Matsumoto, Daisuke Motooka, Shota Nakamura:
High-Performance Virus Detection System by using Deep Learning. 1-9 - Ruchika Malhotra, Kusum Lata:
Improving Software Maintainability Predictions using Data Oversampling and Hybridized Techniques. 1-7 - Xiruo Wang, Risto Miikkulainen:
MDEA: Malware Detection with Evolutionary Adversarial Learning. 1-8 - Tapabrata Ray, Hemant Kumar Singh, Ahsanul Habib, Tobias Rodemann, Markus Olhofer:
Online intensification of search around solutions of interest for multi/many-objective optimization. 1-8 - Thiago Magalhães, Helio J. C. Barbosa:
Parallel Differential Evolution Algorithms for Stackelberg-Nash Bilevel Optimization Problems. 1-8 - Julio J. Valdés, Zachary Baird, Sreeraman Rajan, Miodrag Bolic:
Radar-based Noncontact Human Activity Classification Using Genetic Programming. 1-8 - Marco S. Nobile, Simone Spolaor, Paolo Cazzaniga, Daniele M. Papetti, Daniela Besozzi, Daniel A. Ashlock, Luca Manzoni:
Which random is the best random? A study on sampling methods in Fourier surrogate modeling. 1-8 - Su Nguyen, Binh Tran, Damminda Alahakoon:
Dynamic Self-Organising Swarm for Unsupervised Prototype Generation. 1-8 - Mu-Yao Fang, Jingpeng Li:
Surrogate-Assisted Genetic Algorithms for the Travelling Salesman Problem and Vehicle Routing Problem. 1-7 - Ian Showalter, Howard Schwartz:
Multiobjective Neuromodulated Controllers for Efficient Autonomous Vehicles with Mass and Drag in the Pursuit-Evasion Game. 1-8 - Lianbo Ma, Mingli Shi, Rui Wang, Shengminjie Chen, Junfei Zhao, Xiaolong Shen:
Multi/Many-Objective Optimization Via A New Preference Indicator. 1-6 - Alessandro Wilk Silva Almeida, Claudio Fabiano Motta Toledo, Márcio da Silva Arantes:
Optimal Allocation and Sizing of Distributed Generation for Loss Minimization using a Multi-Population Genetic Algorithm. 1-7 - Meisam Mahdavi, Ali Reza Kheirkhah, Leonardo H. Macedo, Rubén Romero:
A Genetic Algorithm for Transmission Network Expansion Planning Considering Line Maintenance. 1-6 - Jeanne Pereira, Filipe Saraiva:
A Comparative Analysis of Unbalanced Data Handling Techniques for Machine Learning Algorithms to Electricity Theft Detection. 1-8 - Can Akkan, Ayla Gülcü, Zeki Kus:
Search Space Sampling by Simulated Annealing for Identifying Robust Solutions in Course Timetabling. 1-10 - Samuel C. S. Nametala, Luiz G. A. Martins, Gina M. B. Oliveira:
A New Distance Diffusion Algorithm for a Path-Planning Model based on Cellular Automata. 1-8 - Zheng Tan, Handing Wang:
A Kriging-Assisted Evolutionary Algorithm Using Feature Selection for Expensive Sparse Multi-Objective optimization. 1-8 - Cheng-Chia Huang, Ming-Chao Chiang:
An Effective Search Economics Based Algorithm for Feature Selection. 1-6 - Gabriel L. Souza, Anderson Ribeiro Duarte, Gladston J. P. Moreira, Frederico R. B. Cruz:
A Novel Formulation for Multi-objective optimization of General Finite Single-Server Queueing Networks. 1-8 - Anthony D. Rhodes:
Evolving Order and Chaos: Comparing Particle Swarm Optimization and Genetic Algorithms for Global Coordination of Cellular Automata. 1-7 - Roberto Santana, Siddhartha Shakya:
Dynamic programming operators for the bi-objective Traveling Thief Problem. 1-8 - Shaolong Shi, Yifan Chen, Zheng Gong, Xiaoyou Lin, Neda Sharifi, Xin Yao:
In Vivo Computation for Tumor Sensitization and Targeting at Different Tumor Growth Stages. 1-6 - João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang:
Cluster-based Hyper-Heuristic for Large-Scale Vehicle Routing Problem. 1-8 - Zhengyan Mao, Yue Xiang, Yijie Zhang, Mandan Liu:
A Novel Multi-objective Cultural Algorithm Embedding Five-Element Cycle Optimization. 1-10 - Jesús Guillermo Falcón-Cardona, Hisao Ishibuchi, Carlos A. Coello Coello:
Riesz s-energy-based Reference Sets for Multi-Objective optimization. 1-8 - Matthew Stephenson, Damien Anderson, Ahmed Khalifa, John Levine, Jochen Renz, Julian Togelius, Christoph Salge:
A Continuous Information Gain Measure to Find the Most Discriminatory Problems for AI Benchmarking. 1-8 - Mahrokh Javadi, Cristian Ramírez-Atencia, Sanaz Mostaghim:
A Novel Grid-based Crowding Distance for Multimodal Multi-objective Optimization. 1-8 - Daichi Azuma, Yoshikazu Fukuyama, Akihiro Oi, Toru Jintsugawa, Hisashi Fujimoto:
Dependable Parallel Multi-population Global-best Brain Storm Optimization with Differential Evolution strategies for Distribution System State Estimation using Just-in-time Modeling and Correntropy in Power Systems. 1-8 - Maaki Sakai, Yoshiko Hanada, Yukiko Orito:
Edge Assembly Crossover with Tabu for Traveling Salesman Problem. 1-6 - Isis Bonet, Fabio Caraffini, Alejandro Peña, Alejandro Puerta, Mario Gongora:
Oil Palm Detection via Deep Transfer Learning. 1-8 - Shakhnaz Akhmedova, Vladimir Stanovov:
Self-tuning Co-Operation of Biology-Inspired and Evolutionary Algorithms for Real-World Single Objective Constrained optimization. 1-6 - Daniel B. P. Coelho, Wlamir Olivares Loesch Vianna, Leonardo Ramos Rodrigues:
A Simulation-Based Approach to Multi-Item Multi-Echelon Spare Parts Inventory System optimization with Variable Warehouse Roles. 1-8 - Jianping Dong, Haina Rong, Ferrante Neri, Qiang Yang, Ming Zhu, Gexiang Zhang:
An Adaptive Memetic P System to Solve the 0/1 Knapsack Problem. 1-8 - Mohammad Reza Chalak Qazani, Seyed Mohammad Jafar Jalali, Houshyar Asadi, Saeid Nahavandi:
Optimising Control and Prediction Horizons of a Model Predictive Control-Based Motion Cueing Algorithm Using Butterfly Optimization Algorithm. 1-8 - Jean-Philippe Kröll, Simon B. Eickhoff, Felix Hoffstaedter, Kaustubh R. Patil:
Evolving complex yet interpretable representations: application to Alzheimer's diagnosis and prognosis. 1-8 - Pratyusha Rakshit, Amit Konar, Atulya K. Nagar:
Q-Learning Induced Artificial Bee Colony for Noisy Optimization. 1-8 - Daming Xu, Thomas L. Acker:
Optimal sizing of a standalone renewable energy reverse osmosis desalination system using an ant system. 1-5 - Luis Miguel Antonio, Carlos A. Coello Coello, Mario A. Ramírez Morales, Silvia B. González-Brambila, Josué Figueroa González, Ma. Guadalupe Castillo Tapia:
Coevolutionary Operations for Large Scale Multi-objective Optimization. 1-8 - Arthur L. A. Paulino, Yuri Lenon Barbosa Nogueira, João P. P. Gomes, César L. C. Mattos, Leonardo Ramos Rodrigues:
On the Use of Cultural Enhancement Strategies to Improve the NEAT Algorithm. 1-8 - Leonardo Moreira Faêda, André G. Santos:
A Genetic Algorithm for the Thief Orienteering Problem. 1-8 - Linjun He, Hisao Ishibuchi, Anupam Trivedi, Dipti Srinivasan:
Dynamic Normalization in MOEA/D for Multiobjective optimization. 1-8 - Mingyang Sun, Yaqing Hou, Qiang Zhang, Hong-Wei Ge, Xin Yang, Feng Liang, Abhishek Gupta, Xianneng Li:
Memetic Multi-agent optimization with Problem Reformulation by Coordinate Rotation. 1-7 - Ramya Anasseriyil Viswambaran, Gang Chen, Bing Xue, Mohammad Nekooei:
Evolving Deep Recurrent Neural Networks Using A New Variable-Length Genetic Algorithm. 1-8 - Qing Cai, Haojie Ang, Sameer Alam, Chunyao Ma, Vu N. Duong:
Enhancing the Robustness of Airport Networks By Removing Links. 1-7 - Zedong Zheng, Shengxiang Yang:
Particle Swarm Optimisation for Scheduling Electric Vehicles with Microgrids. 1-7 - Xin Zhang, Zhi-Hui Zhan, Jun Zhang:
Adaptive Population Differential Evolution with Dual Control Strategy for Large-Scale Global optimization Problems. 1-7 - Mohammad Hamdan, Günter Rudolph, Nicola Hochstrate:
A Parallel Evolutionary System for Multi-objective Optimisation. 1-9 - Jeovane Honório Alves, Lucas Ferrari de Oliveira:
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach. 1-8 - Wanyu Ye, Yuefeng Guo, Tianyao Ji, Mengshi Li:
Estimating Low Frequency Oscillation using Bacterial Swarm Algorithm with Local Probability Likelihood Approach. 1-7 - Jie Zheng, Shengyao Wang, Ling Wang, Jingfang Chen, Li Wang, Jinghua Hao, Renqing He, Zhizhao Sun:
A Two-stage Algorithm for Fuzzy Online Order Dispatching Problem. 1-8 - Óscar Gómez, Pablo Mesejo, Óscar Ibáñez, Andrea Valsecchi, Oscar Cordón:
A real-coded evolutionary algorithm-based registration approach for forensic identification using the radiographic comparison of frontal sinuses. 1-8 - Weiqin Ying, Junjie Huang, Yu Wu, Yali Deng, Yanqi Lan:
A Cone Decomposition Evolutionary Algorithm with Dominance-based Archive for Many-objective Optimization Problems with Irregular Fronts. 1-7 - Abhiroop Ghosh, Erik D. Goodman, Kalyanmoy Deb, Ronald C. Averill, Alejandro Diaz:
A Large-scale Bi-objective Optimization of Solid Rocket Motors Using Innovization. 1-8 - Shanshan Lu, Xiao Zhang, Yu Zhou, Shilong Sun:
A Hybrid Genetic Algorithm for Sustainable Wireless Coverage of Drone Networks. 1-7 - Alex Gliesch, Marcus Ritt, Arthur H. S. Cruz, Mayron César O. Moreira:
A hybrid heuristic for districting problems with routing criteria. 1-9 - Xing Wang, Shengyao Wang, Ling Wang, Huan-yu Zheng, Jinghua Hao, Renqing He, Zhizhao Sun:
An Effective Iterated Greedy Algorithm for Online Route Planning Problem. 1-8 - Rambabu Medara, Ravi Shankar Singh, U. Selva Kumar, Suraj Barfa:
Energy Efficient Virtual Machine Consolidation Using Water Wave Optimization. 1-7 - Abhinandan Khan, Ankita Dutta, Goutam Saha, Rajat Kumar Pal:
A Hybrid Methodology for the Reverse Engineering of Gene Regulatory Networks. 1-8 - Luis Fernando Miranda, Luiz Otávio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Gisele L. Pappa:
Instance Selection for Geometric Semantic Genetic Programming. 1-8 - Mingde Liu, Yang Shen, Qi Zhao, Yuhui Shi:
A Hybrid BSO-ACS Algorithm for Vehicle Routing Problem with Time Windows on Road Networks. 1-8 - Fandel Lin, Jie-Yu Fang, Hsun-Ping Hsieh:
A Gaussian-Prioritized Approach for Deploying Additional Route on Existing Mass Transportation with Neural-Network-Based Passenger Flow Inference. 1-8 - Seref Sagiroglu, Mehtap Ülker, Bilgehan Arslan:
Mobile Touchless Fingerprint Acquisition And Enhancement System. 1-8 - Ryuichi Hashimoto, Toshiki Urita, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi:
Effects of Local Mating in Inter-task Crossover on the Performance of Decomposition-based Evolutionary Multiobjective Multitask optimization Algorithms. 1-8 - Arij Mkaouar, Skander Htiouech, Habib Chabchoub:
Solving the Multiple choice Multidimensional Knapsack problem with ABC algorithm. 1-6 - Zhipeng Hou, Jing Liu:
A Two-phase Evolutionary Algorithm for Solving the Accuracy-diversity Dilemma in Recommendation. 1-8 - Bilal, Millie Pant, Garima Vig:
Clustering based Adaptive Differential Evolution for Numerical Optimization. 1-8 - Igor Rafael Santos da Silva, Jose Eduardo Almeida de Alencar, Ricardo de A. L. Rabêlo:
A preference-based multi-objective demand response mechanism. 1-8 - Dandan Tang, Yu-Ping Wang, Xiangjuan Wu, Yiu-ming Cheung:
A Symmetric Points Search and Variable Grouping Method for Large-scale Multi-objective Optimization. 1-8 - Tomotaka Watanabe, Yunhao Zhu, Tomohiro Yoshikawa, Kei Ohnishi:
Motivating Participants in Human-based Evolutionary Computation Systems. 1-8 - Weiyu Chen, Hisao Ishibuchi, Ke Shang:
Lazy Greedy Hypervolume Subset Selection from Large Candidate Solution Sets. 1-8 - Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb:
A Unified Automated Innovization Framework Using Threshold-based Clustering. 1-8 - Anikó Ekárt, Alina Patelli, Victoria Lush, Elisabeth Ilie Zudor:
Genetic Programming with Transfer Learning for Urban Traffic Modelling and Prediction. 1-8 - Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang:
A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling. 1-8 - Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro:
HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters. 1-8 - Lei Zhang, Fengiiao Sun, Fan Cheng, Haiping Ma, Xiaoyan Sun:
An Overlapping Community Detection Based Multi-Objective Evolutionary Algorithm for Diversified Social Influence Maximization. 1-8 - Weijian Zhang, Wei Fang, Jun Sun, Qidong Chen:
Learning Bayesian Networks Structures with an Effective Knowledge-driven GA. 1-8 - Swagarika Jaharlal Giri, Sriparna Saha:
Multi-View Gene Clustering using Gene Ontology and Expression-based Similarities. 1-8 - Caitong Yue, Jing J. Liang, Ponnuthurai N. Suganthan, Bo-Yang Qu, Kunjie Yu, S. Liu:
MMOGA for Solving Multimodal Multiobjective Optimization Problems with Local Pareto Sets. 1-8 - Vaishali Ravindranath, Sasikala Ramasamy, Ramasubbareddy Somula, Kshira Sagar Sahoo, Amir H. Gandomi:
Swarm Intelligence Based Feature Selection for Intrusion and Detection System in Cloud Infrastructure. 1-6 - Jorge Villagrán, Elizabeth Montero, Germán Paredes-Belmar:
An Iterated Local Search Approach to Solve the Milk Collection Problem With Blending. 1-8 - Marcelo Branco do Nascimento, Antonio Augusto Chaves:
An Automatic Algorithm Configuration based on a Bayesian Network. 1-8 - Shaolin Wang, Yi Mei, Mengjie Zhang:
A Multi-Objective Genetic Programming Hyper-Heuristic Approach to Uncertain Capacitated Arc Routing Problems. 1-8 - Antonello Rosato, Rodolfo Araneo, Massimo Panella:
Prediction of Photovoltaic Time Series by Recurrent Neural Networks and Genetic Embedding. 1-8 - Henrik Smedberg, Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb:
Trend Mining 2.0: Automating the Discovery of Variable Trends in the Objective Space. 1-8 - Hojjat Rakhshani, Bastien Latard, Mathieu Brévilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar:
Automated Machine Learning for Information Retrieval in Scientific Articles. 1-7 - Yuki Tanigaki, Yoshihiko Ozaki, Shusuke Shigenaka, Masaki Onishi:
Evolutionary Multiobjective Optimization for Pedestrian Route Guidance with Multiple Scenarios. 1-7 - Peio Loubière, Astrid Jourdan, Patrick Siarry, Rachid Chelouah:
A sensitivity analysis indicator to adapt the shift length in a metaheuristic. 1-6 - Jiahao Liu, Jing Liu:
A Decomposition-based Multi-objective Self-adaptive Differential Evolution Algorithm for RFID Network Planning. 1-7 - Daniel B. P. Coelho, Leonardo R. Rodrigues:
A Chaotic Inertia Weight TLBO Applied to Troubleshooting optimization Problems. 1-8 - Leonardo Ramos Rodrigues, Daniel B. P. Coelho, João Paulo Pordeus Gomes:
A Hybrid TLBO-Particle Filter Algorithm Applied to Remaining Useful Life Prediction in the Presence of Multiple Degradation Factors. 1-8 - Yiping Liu, Hisao Ishibuchi, Gary G. Yen, Yusuke Nojima, Naoki Masuyama, Yuyan Han:
On the Normalization in Evolutionary Multi-Modal Multi-Objective Optimization. 1-8 - Ting-Chen Wang, Rung-Tzuo Liaw:
Multifactorial Genetic Fuzzy Data Mining for Building Membership Functions. 1-8 - Ali Wagdy Mohamed, Anas A. Hadi, Ali Khater Mohamed, Noor H. Awad:
Evaluating the Performance of Adaptive GainingSharing Knowledge Based Algorithm on CEC 2020 Benchmark Problems. 1-8 - Fábio Fabris, Diego Luchi, Flávio Miguel Varejão:
Coevolutive clustering algorithm for large datasets. 1-8 - Nicolas Poiron-Guidoni, Paul-Antoine Bisgambiglia:
A probabilistic optimization approach to deal with uncertainties in model calibration. 1-8 - Gian Mauricio Fritsche, Aurora T. R. Pozo:
The Analysis of a Cooperative Hyper-Heuristic on a Constrained Real-world Many-objective Continuous Problem. 1-8 - Azam Asilian Bidgoli, Shahryar Rahnamayan:
A Collective Intelligence Strategy for Enhancing Population-based optimization Algorithms. 1-9 - Yongjian Zhou, Tonghao Wang, Xingguang Peng:
MFEA-IG: A Multi-Task Algorithm for Mobile Agents Path Planning. 1-7 - Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization. 1-8 - Qinglan Fan, Bing Xue, Mengjie Zhang:
A Region Adaptive Image Classification Approach Using Genetic Programming. 1-8 - Gustavo de Moura Souza, Claudio Fabiano Motta Toledo:
Genetic Algorithm Applied in UAV's Path Planning. 1-8 - Matthew Fox, Shengxiang Yang, Fabio Caraffini:
An Experimental Study of Prediction Methods in Robust optimization Over Time. 1-7 - Jericho Jackson, Yi Mei:
Genetic Programming Hyper-heuristic with Cluster Awareness for Stochastic Team Orienteering Problem with Time Windows. 1-8 - Chien-Lun Huang, Geoff Nitschke:
Evolutionary Automation of Coordinated Autonomous Vehicles. 1-7 - Piotr Dziurzanski, Simos Gerasimou, Dimitrios S. Kolovos, Nicholas Matragkas:
Empirical Analysis of 1-edit Degree Patches in Syntax-Based Automatic Program Repair. 1-10 - Alejandro Martín, Raúl Lara-Cabrera, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás-Martínez, David Camacho:
Statistically-driven Coral Reef metaheuristic for automatic hyperparameter setting and architecture design of Convolutional Neural Networks. 1-8 - James Bielby, Stefan Kuhn, Simon Colreavy-Donnelly, Fabio Caraffini, Stuart O'Connor, Zacharias A. Anastassi:
Identifying Parkinson's Disease Through the Classification of Audio Recording Data. 1-7 - Yantai Lin, Xiaowei Song, Tianyao Ji, Mengshi Li:
Feature Extraction of Fourier Infrared Signals from Pyrolysis Products based on ZCA and PSO. 1-7 - Shengkai Geng, Ting Hu:
Sports Games Modeling and Prediction using Genetic Programming. 1-6 - Reginald Ankrah, Benjamin Lacroix, John A. W. McCall, Andrew Hardwick, Anthony Conway, Gilbert Owusu:
Racing Strategy for the Dynamic-Customer Location-Allocation Problem. 1-8 - Guilherme Angelo Leite, Marley Maria Bernardes Rebuzzi Vellasco:
Development of offshore maintenance service scheduling system with workers allocation. 1-6 - Mazen Azzam, Joseph Zeaiter, Mariette Awad:
Towards a Quantum based GA Search for an Optimal Artificial Neural Networks Architecture and Feature Selection to Model NOx Emissions: A Case Study. 1-8 - Najwa Kouka, Raja Fdhila, Amir Hussain, Adel M. Alimi:
Dynamic Multi Objective Particle Swarm optimization with Cooperative Agents. 1-8
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