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ORCIDCEC 2018: Rio de Janeiro, Brazil
- 2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018. IEEE 2018, ISBN 978-1-5090-6017-7
- Ruoting Mal, Lei Zhou, Kai Liu, Chao Chen, Xuefeng Xie:
A Preliminary Study of Autoencoding Evolutionary Search with Selection of Problem Domains. 1-8 - Gean Trindade Pereira, Bruna Zamith Santos
, Ricardo Cerri:
A Genetic Algorithm for Transposable Elements Hierarchical Classification Rule Induction. 1-8 - Ayah Helal, James Brookhouse, Fernando E. B. Otero:
Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization. 1-7 - Satvik Jain, Siddharth Verma, Swaraj Kumar, Swati Aggarwal:
An Evolutionary Learning Approach to Play Othello Using XCS. 1-8 - Xuemei Yet, Junzhi Li, Bo Xu, Ying Tan:
Which Mapping Rule in the Fireworks Algorithm is Better for Large Scale Optimization. 1-8 - Stjepan Picek, Karlo Knezevic, Domagoj Jakobovic, Claude Carlet:
A Search for Differentially-6 Uniform (n, n-2) Functions. 1-7 - Basma Abdulaimma, Abir Hussain, Paul Fergus, Dhiya Al-Jumeily, Paulo Lisboa, De-Shuang Huang, Naeem Radi:
Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors. 1-7 - Elizabeth Montero, Saúl Zapotecas Martínez:
An Analysis of Parameters of Decomposition-Based MOEAs on Many-Objective Optimization. 1-8 - Jiawei Yuan, Hai-Lin Liu, Fangqing Gu:
A Cost Value Based Evolutionary Many-Objective Optimization Algorithm with Neighbor Selection Strategy. 1-8 - R. Arulraj, Narayanan Kumarappan:
Hybrid WIPSO-GSA Algorithm Based Optimal DG and Capacitor Planning Considering Different Load Types and Load Levels. 1-8 - Matthew Witten, Owen Clancey:
Evolutionary Optimization in Robotic Radiotherapy Treatment Planning: A Comparison of Clinical Results with L-BFGS Optimization. 1-7 - Murillo G. Carneiro, Gabriel A. De Lisboa:
What's the Next Move? Learning Player Strategies in Zoom Poker Games. 1-8 - Gaber El-Saady, Essamudin A. Ebrahim, H. I. Abdul-Ghaffar, Y. S. Mohamed, Abou-Hashima El-Sayed:
Particle-Swarm Optimization Control of Active-Power Filter for Harmonic Mitigation of Hybrid Electric-Unbalanced Traction-System. 1-8 - Nam Le, Michael O'Neill, Anthony Brabazon:
The Baldwin Effect Reconsidered Through the Prism of Social Learning. 1-8 - Rohit Salgotra, Urvinder Singh, Sriparna Saha:
Improved Cuckoo Search with Better Search Capabilities for Solving CEC2017 Benchmark Problems. 1-7 - Shreya Kataria, Somya Sangal, Twishi Tyagi, Swati Aggarwal:
Augmented Gene Expression Programming: A Population Diversifying Paradigm. 1-7 - Samuel Pereriada Rocha, Rafael BambirraPereira, Thiago Melo Machado-Coelho, Petr Yakovlevitch Ekel, Gustavo Luís Soares:
Two-Stage Optimization Combining PSO and TOPSIS for Allocation of Energy Storage in Electric Power Systems. 1-8 - André de Souza Brito, Stanio Sa Rosario Furtado Soares, Saulo Moraes Villela:
Metaheuristics in the Project of Cellular Automata for Key Generation in Stream Cipher Algorithms. 1-8 - Kanchibhotla Chaitanya, Durvasula V. L. N. Somayajulu, P. Radha Krishna:
A PSO Based Community Detection in Social Networks with Node Attributes. 1-6 - Zhile Yang, Yuanjun Guo, Qun Niu, Haiping Ma, Yimin Zhou, Li Zhang:
A Novel Binary Jaya Optimization for Economic/Emission Unit Commitment. 1-6 - Lucas Prestes, Myriam Regattieri Delgado, Ricardo Lüders, Richard A. Gonçalves, Carolina P. de Almeida:
Boosting the Performance of MOEA/D-DRA with a Multi-Objective Hyper-Heuristic Based on Irace and UCB Method for Heuristic Selection. 1-8 - Unai Garciarena, Roberto Santana, Alexander Mendiburu:
Analysis of the Complexity of the Automatic Pipeline Generation Problem. 1-8 - Nonso Nnamoko, Abir Hussain, David England:
Predicting Diabetes Onset: An Ensemble Supervised Learning Approach. 1-7 - Lucas M. Pavelski, Myriam Regattieri Delgado, Marie-Eléonore Kessaci:
Meta-Learning for Optimization: A Case Study on the Flowshop Problem Using Decision Trees. 1-8 - Xueming Xiao, Hutao Cui, Meibao Yao, Yuegang Fu, Wanqiang Qi:
Auto Rock Detection via Sparse-Based Background Modeling for Mars Rover. 1-6 - Manuel Villalobos-Cid, Márcio Dorn, Mario Inostroza-Ponta:
Performance Comparison of Multi-Objective Local Search Strategies to Infer Phylogenetic Trees. 1-8 - Shouyong Jiang, Marcus Kaiser, Shuzhen Wan, Jinglei Guo, Shengxiang Yang, Natalio Krasnogor:
An Empirical Study of Dynamic Triobjective Optimisation Problems. 1-8 - Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi:
Scalable Batch Stream Clustering with k Estimation. 1-8 - Samuel E. L. Oliveira, Victor Diniz, Anísio Lacerda, Gisele L. Pappa:
Multi-objective Evolutionary Rank Aggregation for Recommender Systems. 1-8 - Pavel Novoa-Hernández, David A. Pelta, Carlos Cruz Corona:
Approximation Models in Robust Optimization Over Time - An Experimental Study. 1-6 - Alberto Palacios Pawlovsky:
An Immune Algorithm with an Evolutionary Scheme for Component Selection for the kNN Method. 1-7 - Junqi Zhang, Xixun Zhu, MengChu Zhou:
Learning Automata-Based Particle Swarm Optimizer. 1-6 - Leonardo Goliatt da Fonseca, Michèle Cristina Resende Farage:
An Extreme Learning Machine with Feature Selection for Estimating Mechanical Properties of Lightweight Aggregate Concretes. 1-7 - Francesco Grimaccia, Marco Mussetta, Alessandro Niccolai, Riccardo Enrico Zich:
Optimal Computational Distribution of Social Network Optimization in Wireless Sensor Networks. 1-7 - Joao Victor C. Fracasso, Fernando J. Von Zuben:
Multi-Objective Semantic Mutation for Genetic Programming. 1-8 - Faramarz Khosravi, Michael Borst, Jürgen Teich:
Probabilistic Dominance in Robust Multi-Objective Optimization. 1-6 - Stjepan Picek, Karlo Knezevic, Luca Mariot, Domagoj Jakobovic, Alberto Leporati:
Evolving Bent Quaternary Functions. 1-8 - Bingyam Mao, Zhijiang Xie, Yongbo Wang, Huapeng Wu, Heikki Handroos:
A Self-adaptive Artificial Bee Colony Algorithm with Guard Stage for Global Optimization. 1-8 - Mingde Zhao, Hongwei Ge, Hongyan Han, Liang Sun:
A Many-Objective Evolutionary Algorithm with Fast Clustering and Reference Point Redistribution. 1-6 - Diego L. Cavalca, Ricardo A. S. Fernandes:
Hybrid Particle Swarm Algorithm Applied to Flexible Job-Shop Problem. 1-6 - Pedro B. Fernandes, Roberto Célio Limão de Oliveira, João Viana da Fonseca Neto:
A Modified QPSO for Robotic Vehicle Path Planning. 1-7 - Nayeli Angel, Carlos Segura, Oscar Dalmau Cedeño:
Explicit Control of Diversity in Differential Evolution. 1-8 - Stephyn G. W. Butcher, John W. Sheppard, Shane Strasser:
Pareto Improving Selection of the Global Best in Particle Swarm Optimization. 1-8 - Pham Dinh Thanh, Dinh Anh Dung, Tran Ngoc Tien, Huynh Thi Thanh Binh:
An Effective Representation Scheme in Multifactorial Evolutionary Algorithm for Solving Cluster Shortest-Path Tree Problem. 1-8 - Luiz Carlos Felix Carvalho, Márcia Aparecida Fernandes:
Convergence analysis of evolutionary algorithms solving the Flexible Job Shop Problem. 1-7 - Wei Zhou, Liang Feng, Siwei Jiang, Shu Zhang, Yaqing Hou, Yew-Soon Ong, Zexuan Zhu, Kai Liu:
A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding. 1-7 - Chia-Ling Huang, Yun-Zhi Jiang, Shi-Yi Tan, Wei-Chang Yeh, Vera Yuk Ying Chung, Chyh-Ming Lai:
Simplified Swarm Optimization for the Time Dependent Competitive Vehicle Routing Problem with Heterogeneous Fleet. 1-8 - Fernando Garcia Diniz Campos Ferreira, Gustavo P. Hanaoka, Felipe D. Paiva, Rodrigo T. N. Cardoso:
Parallel MOEAs for Combinatorial Multiobjective Optimization Model of Financial Portfolio Selection. 1-8 - Manuel Villalobos-Cid, Márcio Dorn, Mario Inostroza-Ponta:
Understanding the Relationship Between Decision and Objective Space in the Multi-Objective Phylogenetic Inference Problem. 1-8 - Maicon Douglas Santos Matos, Laurence Rodrigues do Amaral:
Multiple Disjunctions Rule Genetic Algorithm (MDRGA): Inferring Non-Linear IF-THEN Rules in Non-Linear Datasets. 1-6 - Yao Zhou, Gary G. Yen:
Evolving Deep Neural Networks for Movie Box-Office Revenues Prediction. 1-8 - Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta:
Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics. 1-8 - Tobias Rodemann:
Industrial Portfolio Management for Many-Objective Optimization Algorithms. 1-8 - Naresh K. Mallenahalli, T. Hitendra Sarma:
A Tunable Particle Swarm Size Optimization Algorithm for Feature Selection. 1-7 - Lingyun Zhou, Lixin Ding, Yunwen Lei:
An Enhanced Firefly Algorithm with Orthogonal Centroid Opposition-Based Learning. 1-8 - Junkun Zhong, Yuping Wang, Hui Du, Wuning Tong:
A New Clustering Algorithm by Using Boundary Information. 1-8 - Joao Marcos de Freitas, Felipe Rafael de Souza, Heder S. Bernardino:
Evolving Controllers for Mario AI Using Grammar-based Genetic Programming. 1-8 - Jorge C. Gomes, Anders Lyhne Christensen:
Comparing Approaches for Evolving High-Level Robot Control Based on Behaviour Repertoires. 1-6 - Jean Berger, Emmanuel Giasson, Mihai Florea, Moufid Harb, Alexander Teske, Emil M. Petriu, Rami S. Abielmona, Rafael Falcon, Nassirou Lo:
A Graph-based Genetic Algorithm to Solve the Virtual Constellation Multi-Satellite Collection Scheduling Problem. 1-10 - Russell Ainslie, John A. W. McCall, Sid Shakya, Gilbert Owusu:
Tactical Plan Optimisation for Large Multi-Skilled Workforces Using a Bi-Level Model. 1-8 - A. T. M. Golam Bari, Alessio Gaspar:
DynTLBO - A Teaching Learning-based Dynamic Optimization Algorithm. 1-8 - Rung-Tzuo Liaw, Chuan-Kang Ting:
Incorporating Fitness Inheritance and k-Nearest Neighbors for Evolutionary Dynamic Optimization. 1-8 - Xiaohu Zheng, Xianqi Chen, Wen Yao, Xiaoqian Chen, Longqi Yang, Yazhong Luo:
Multistate Satellite System Reliability Optimization Based on Improved Compression Inference Algorithm and Bayesian Network. 1-7 - Alimed Celecia Ramos, Marley M. B. R. Vellasco:
Quantum-inspired Evolutionary Algorithm for Feature Selection in Motor Imagery EEG Classification. 1-8 - Grasiele Regina Duarte, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca:
A New Strategy to Evaluate the Attractiveness in a Dynamic Island Model. 1-8 - Li Zhang, Kang Li, Zhile Yang, Xiang Li, Yuanjun Guo, Dajun Du, Chikong Wong:
Compact Neural Modeling of Single Flow Zinc-Nickel Batteries Based on Jaya Optimization. 1-6 - Tao Shi, Hui Ma, Gang Chen:
Energy-Aware Container Consolidation Based on PSO in Cloud Data Centers. 1-8 - Chia-Ling Huang, Yun-Zhi Jiang, Ying Yin, Wei-Chang Yeh, Vera Yuk Ying Chung, Chyh-Ming Lai:
Multi Objective Scheduling in Cloud Computing Using MOSSO. 1-8 - Daniel Bustos Coral, Maristela Oliveira Santos, Cláudio Toledo, Luis FernandoNifio:
Clustering-Based Search in a Memetic Algorithm for the Vehicle Routing Problem with Time Windows. 1-8 - Murilo Zangari, Ademir Aparecido Constantino, Josu Ceberio:
A Decomposition-Based Local Search Algorithm for Multi-Objective Sequence Dependent Setup Times Permutation Flowshop Scheduling. 1-8 - James Montgomery, Andrew Fitzgerald, Marcus Randall, Andrew Lewis:
A Computational Comparison of Evolutionary Algorithms for Water Resource Planning for Agricultural and Environmental Purposes. 1-8 - Liza Lunardi Lemos, Ana L. C. Bazzan, Marcia Pasin:
Co-Adaptive Reinforcement Learning in Microscopic Traffic Systems. 1-8 - Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray:
Efficient Global Optimization for Solving Computationally Expensive Bilevel Optimization Problems. 1-8 - Rogerio C. B. L. Povoa, Adriano S. Koshiyama, Douglas Mota Dias, Patricia L. Souza, Bruno A. C. Horta:
Multi-Modal Optimization by Multi-Gene Genetic Programming. 1-8 - Yingjie Xu, Xiaolu Liu, Renjie He, Yingguo Chen, Yuning Chen:
Multi-Satellite Scheduling Framework and Algorithm for Very Large Area Observation. 1-8 - Xiong Xu, Li Jiao, Ziming Zhu:
The Simulated Tree-Growth Algorithm Based on T-Invariants for State Reduction of Petri Nets. 1-10 - Leonardo T. Pereira, Paulo Victor de Souza Prado, Cláudio Toledo:
Evolving Dungeon Maps With Locked Door Missions. 1-8 - Diogo M. De-Freitas, Plínio de Sá Leitão Júnior, Celso G. Camilo-Junior, Rachel Harrison:
Mutation-Based Evolutionary Fault Localisation. 1-8 - Aarti Panday, Jimoh Olarewaju Pedro:
Particle Swarm-Optimised PID Control of a Receiver Aircraft During Aerial Refuelling. 1-8 - Bruno Borguesan, Pedro Henrique Narloch, Mario Inostroza-Ponta, Márcio Dorn:
A Genetic Algorithm Based on Restricted Tournament Selection for the 3D-PSP Problem. 1-8 - Yongliang Chen, Jinghui Zhong, Mingkui Tan:
A Fast Memetic Multi-Objective Differential Evolution for Multi-Tasking Optimization. 1-8 - Marco A. Ribeiro, Iago A. Carvalho, Jeferson F. Chaves, Gisele L. Pappa, Omar P. Vilela Neto:
Improving Energy Efficiency of Field-Coupled Nanocomputing Circuits by Evolutionary Synthesis. 1-8 - Stephanie Alvarez Fernandez, Denis G. Fantinato, Jugurta R. Montalvão Filho, Romis Attux, Daniel G. Silva:
Immune-Inspired Optimization with Autocorrentropy Function for Blind Inversion of Wiener Systems. 1-7 - Simone A. Ludwig:
Optimization of Control Parameter for Filter Algorithms for Attitude and Heading Reference Systems. 1-8 - Pavlos Androulakakis, Zachariah E. Fuchs, Jason E. Shroyer:
Evolutionary Design of an Open-Loop Turn Circle Intercept Controller. 1-9 - Reginald Ankrah, Olivier Regnier-Coudert, John A. W. McCall, Anthony Conway, Andrew Hardwick:
Performance Analysis of GA and PBIL Variants for Real-World Location-Allocation Problems. 1-8 - Toshi Sinha, Ali Haidar, Brijesh K. Verma:
Particle Swarm Optimization Based Approach for Finding Optimal Values of Convolutional Neural Network Parameters. 1-6 - Soheila Sadeghiram, Hui Ma, Gang Chen:
Cluster-Guided Genetic Algorithm for Distributed Data-intensive Web Service Composition. 1-7 - Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin:
Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. 1-6 - Marcelo Fonseca Faraj, João F. M. Sarubbi, Cristiano M. Silva, Flávio V. C. Martins:
A Memetic Algorithm Approach to Deploy RSU s Based on the Gamma Deployment Metric. 1-8 - Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba:
Hybridized Artificial Bee Colony Algorithm for Constrained Portfolio Optimization Problem. 1-8 - Tianyu Wang, Jun Zhao, Wei Wang, Ying Liu, Ge Guo:
Target-Oriented Granular Inference with Evolutionary Updating for Converter Gas Scheduling. 1-7 - Xiong Xu, Li Jiao, Ziming Zhu:
Boosting Search Based Software Testing by Using Ensemble Methods. 1-10 - Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks by Variable-Length Particle Swarm Optimization for Image Classification. 1-8 - Ji Lu, Yuning Chen, Renjie He, Yingwu Chen:
A Simple and Fast Heuristic Algorithm for Time-dependent AEOS Scheduling Problem. 1-8 - Mario Arzamendia, Daniel Gutiérrez-Reina, Sergio L. Toral Marín, Derlis Gregor, Hissam Tawfik:
Evolutionary Computation for Solving Path Planning of an Autonomous Surface Vehicle Using Eulerian Graphs. 1-8 - Nicolas D. Griffiths Sanchez, Patrícia A. Vargas, Micael S. Couceiro:
A Darwinian Swarm Robotics Strategy Applied to Underwater Exploration. 1-6 - Ali Haidar, Brijesh K. Verma, Toshi Sinha:
A Novel Approach for Optimizing Ensemble Components in Rainfall Prediction. 1-8 - Yapei Wu, Xingguang Peng, Demin Xu:
Cooperative Co-evolution for Large Scale Optimization with Dynamic Variable Grouping via Marginal Product Modeling. 1-6 - Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy:
On the Population Diversity for the Chaotic Differential Evolution. 1-8 - Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli:
An Evolutive Hybrid Approach to Cloud Computing Provider Selection. 1-8 - Douglas Winston R. S., Gustavo Teodoro Laureano, Celso G. Camilo-Junior:
Comparison of VCA and GAEE algorithms for Endmember Extraction. 1-8 - Ederson Borges, Guilherme Palermo Coelho:
CIP-aiNet: An Entropy-Based Immune Network for Multiple Clustering. 1-8 - Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza:
Multi-objective Support Vector Machines Ensemble Generation for Water Quality Monitoring. 1-6 - Joel Chacón Castillo, Carlos Segura:
Analysis and Enhancement of Simulated Binary Crossover. 1-8 - Nicolás Rojas-Morales, María Cristina Riff, Bertrand Neveu:
Feasibility and Availability Based Heuristics for ACO Algorithms Solving Binary CSP. 1-8 - Maria Yaneli Ameca-Alducin, Maryam Hasani-Shoreh, Wilson Blaikie, Frank Neumann, Efrén Mezura-Montes:
A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems. 1-8 - Marcus Vinicius Gonzaga Ferreira, Flávio Henrique Teles Vieira, Juliana Paula Felix, Dalton Foltran de Souza, Ricardo Augusto Pereira Franco:
Application of Evolutionary Algorithm to Allocate Resources in Wireless Networks with Carrier Aggregation. 1-8 - Luciano D. S. Pacífico, Teresa Bernarda Ludermir:
Alternative Population Initialization Schemes for Group Search Optimization for Data Clustering. 1-8 - Patrick Spettel, Hans-Georg Beyer:
A Simple Approach for Constrained Optimization - An Evolution Strategy that Evolves Rays. 1-8 - Jacob Soderlund, Alan Blair:
Adversarial Image Generation Using Evolution and Deep Learning. 1-8 - Daniel Molina, Antonio LaTorre, Francisco Herrera:
SHADE with Iterative Local Search for Large-Scale Global Optimization. 1-8 - Forhad Zaman, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam:
Scenario-Based Solution Approach for Uncertain Resource Constrained Scheduling Problems. 1-8 - Patryk Kot, Magomed Muradov, Samuel Ryecroft, Montserrat Ortoneda Pedrola, Andy Shaw, Janet Hemingway, Rinki Deb, Micheal Coleman:
Identification of Optimal Frequencies to Determine Alpha-Cypermethrin Using Machine Learning Feature Selection Techniques. 1-7 - Yong-Feng Ge, Wei-jie Yu, Zhi-Hui Zhan, Jun Zhang:
Competition-Based Distributed Differential Evolution. 1-8 - Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam:
Improved United Multi-Operator Algorithm for Solving Optimization Problems. 1-8