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ORCIDCEC 2010: Barcelona, Spain
- Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010. IEEE 2010, ISBN 978-1-4244-6909-3
Classification, Clustering, and Data Mining
- Yanghui Wu, John A. W. McCall
, David W. Corne:
Two novel Ant Colony Optimization approaches for Bayesian network structure learning. 1-7 - Benjamin Auffarth:
Clustering by a genetic algorithm with biased mutation operator. 1-8 - Junio de Freitas, Gisele L. Pappa, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura, Adriano Veloso, Alberto H. F. Laender, Moisés G. de Carvalho:
Active Learning Genetic programming for record deduplication. 1-8 - Huiyu Zhou, Shingo Mabu, Xianneng Li, Kaoru Shimada, Kotaro Hirasawa:
Generalized rule extraction and traffic prediction in the optimal route search. 1-8
Differential Evolution
- Bo-Yang Qu, Ponnuthurai Nagaratnam Suganthan:
Constrained multi-objective optimization algorithm with diversity enhanced differential evolution. 1-5 - Alfredo Milani, Valentino Santucci:
Asynchronous Differential Evolution. 1-7 - James Montgomery:
Crossover and the different faces of differential evolution searches. 1-8 - James Montgomery, Stephen Chen:
An analysis of the operation of differential evolution at high and low crossover rates. 1-8
Grammars in Natural Computing I
- Eoin Murphy, Michael O'Neill, Edgar Galván López, Anthony Brabazon:
Tree-adjunct grammatical evolution. 1-8 - Germán Terrazas, Natalio Krasnogor:
Grammatical rules for the automated construction of heuristics. 1-8 - David Fagan, Miguel Nicolau, Michael O'Neill, Edgar Galván López, Anthony Brabazon, Seán McGarraghy:
Investigating mapping order in piGE. 1-7 - John Mark Swafford, Michael O'Neill:
An examination on the modularity of grammars in grammatical evolutionary design. 1-8
Engineering Applications I
- Filipe M. Ferreira, Paulo E. M. de Almeida, Carlos Henggeler Antunes, Henrique J. A. da Silva:
Reconstruction of the non-minimum phase response of chirped fiber Bragg gratings using an adaptive genetic algorithm. 1-8 - Cem Celal Tutum, Jesper Henri Hattel:
A multi-objective optimization application in Friction Stir Welding: Considering thermo-mechanical aspects. 1-8 - Andrea Pirisi, Marco Mussetta, Giambattista Gruosso, Riccardo Enrico Zich:
Optimization of a linear generator for sea-wave energy conversion by means of a hybrid evolutionary algorithm. 1-6 - Fang Liu, Maoguo Gong, Jingjing Ma, Licheng Jiao, Wei Zhang:
Optimizing detector distribution in V-detector negative selection using a constrained multiobjective immune algorithm. 1-8
Computational Intelligence Approaches to Process Mining and Optimisation
- Michal Walicki, Diogo R. Ferreira:
Mining sequences for patterns with non-repeating symbols. 1-8 - Laura Villanova, Paolo Falcaro, Davide Carta, Irene Poli, Rob J. Hyndman, Kate Smith-Miles:
Functionalization of microarray devices: Process optimization using a multiobjective PSO and multiresponse MARS modeling. 1-8 - Andrea Burattin, Alessandro Sperduti:
Automatic determination of parameters' values for Heuristics Miner++. 1-8 - Kate Smith-Miles, Rafiqul M. D. Islam:
Meta-learning for data summarization based on instance selection method. 1-8
Poster Session I
- Yu Wang, Bin Li:
Two-stage based ensemble optimization for large-scale global optimization. 1-8 - Ehsan Kamalloo, Mohammad Saniee Abadeh:
An artificial immune system for extracting fuzzy rules in credit scoring. 1-8 - Anthony Brabazon, Jane Cahill, Peter B. Keenan, Daniel Walsh:
Identifying online credit card fraud using Artificial Immune Systems. 1-7 - Alejandro Flores-Méndez, Manuel Bernal-Urbina:
Dynamic signature verification through the Longest Common Subsequence Problem and Genetic Algorithms. 1-6 - Jayakanth Jayachandran, Steven M. Corns:
A comparative study of diversity in evolutionary algorithms. 1-7 - Emmanuel Sapin:
Evolutionary heuristics for automatic discoveries of cellular automata simulating AND gates. 1-8 - Kwangro Joo, Tae-Kyeong Lee, Sanghoon Baek, Se-Young Oh:
Generating topological map from occupancy grid-map using virtual door detection. 1-6 - Bill Bigge Inman, R. Harvey:
Evolvable mechanics: Hardware tools for evolutionary robotics. 1-7 - Jose A. Fernandez-Leon, Tom Froese:
What is the relationship between behavioral robustness and distributed mechanisms of cognitive behavior? 1-8 - Jelena Sanko, Jaan Penjam:
Differential evolutionary approach guided by the Functional Constraint Network to solve program synthesis problem. 1-8 - Kumlachew M. Woldemariam, Gary G. Yen:
Constrained optimization using artificial immune system. 1-8 - Jong-Min Park, Hyun-Chul Choi, Se-Young Oh:
Non-rigid 3D face shape reconstruction using a genetic algorithm. 1-6 - Mohammad Nabi Omidvar, Xiaodong Li, Zhenyu Yang, Xin Yao:
Cooperative Co-evolution for large scale optimization through more frequent random grouping. 1-8 - Jan Larres, Mengjie Zhang, Will N. Browne:
Using unrestricted loops in genetic programming for image classification. 1-8 - Ginny Y. Wong, Frank H. F. Leung:
Predicting protein-ligand binding site with support vector machine. 1-5 - Kit Yan Chan, Hailong Zhu, Ching Lau, Tharam Singh Dillon, Sai-Ho Ling:
Determination of chemo-responses for osteosarcoma using a hybrid evolutionary algorithm. 1-5
Numerical Optimization I
- Chun-Kit Au, Ho-fung Leung:
Improving CMA-ES by random evaluation on the minor eigenspace. 1-8 - Shinichi Shirakawa, Noriko Yata, Tomoharu Nagao:
Evolving search spaces to emphasize the performance difference of real-coded crossovers using genetic programming. 1-8 - Yu Taguchi, Yuta Kanamori, Hidehiro Nakano, Akihide Utani, Arata Miyauchi, Hisao Yamamoto:
A competitive PSO based on evaluation with priority for finding plural solutions. 1-6 - Norziana Aminudin, Titik Khawa Abdul Rahman, Ismail Musirin, Zuhaina Zakaria:
Optimal Reactive Power Planning for load margin improvement using Multi Agent Immune EP. 1-8
Representations and Operators I
- Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb:
Parallelization of binary and real-coded genetic algorithms on GPU using CUDA. 1-8 - Konrad Sickel, Joachim Hornegger:
Genetic programming for Expert Systems. 1-8 - Rikard König, Ulf Johansson, Tuve Löfström, Lars Niklasson:
Improving GP classification performance by injection of decision trees. 1-8 - Robin Harper:
GE, explosive grammars and the lasting legacy of bad initialisation. 1-8
Grammars in Natural Computing II
- Peter A. Whigham, Rasika Withanawasam, Timothy Crack, I. M. Premachandra:
Evolving trading strategies for a limit-order book generator. 1-8 - James McDermott, Jonathan Byrne, John Mark Swafford, Michael O'Neill, Anthony Brabazon:
Higher-order functions in aesthetic EC encodings. 1-8 - Vinh Bui, Hussein A. Abbass, Axel Bender:
Evolving stories: Grammar evolution for automatic plot generation. 1-8 - Piotr Pietron, Olgierd Unold:
Language evolution, social phenomena. 1-8
Engineering Applications II
- Danil V. Prokhorov:
Multi-agent framework for remote diagnostics. 1-8 - Lídice Camps Echevarría, Orestes Llanes-Santiago, Antônio José da Silva Neto:
An approach for Fault Diagnosis based on bio-inspired strategies. 1-7 - Cristian Perfumo, John K. Ward, Julio H. Braslavsky:
Reducing energy use and operational cost of air conditioning systems with multi-objective evolutionary algorithms. 1-8 - Haigen Hu, Lihong Xu, Ruihua Wei, Bingkun Zhu:
Multi-objective tuning of nonlinear PID controllers for greenhouse environment using Evolutionary Algorithms. 1-6
Classification, Clustering, Data Analysis, and Data Mining I
- Uday Kamath, Amarda Shehu, Kenneth A. De Jong:
Using evolutionary computation to improve SVM classification. 1-8 - Lourdes Araujo, Joaquín Pérez-Iglesias:
Training a classifier for the selection of good query expansion terms with a genetic algorithm. 1-8 - Rui Xu, Jie Xu, Donald C. Wunsch II:
Clustering with differential evolution particle swarm optimization. 1-8 - Lourdes Araujo, Jesús Santamaría:
Evolving natural language grammars without supervision. 1-8
Selfadaptation I
- Thomas Ritscher, Sabine Helwig, Rolf Wanka:
Design and experimental evaluation of multiple adaptation layers in self-optimizing particle swarm optimization. 1-8 - Liang Shen, Jun He:
A mixed strategy for Evolutionary Programming based on local fitness landscape. 1-8 - Yong Liu:
Are long jumps of Cauchy mutations effective in fast evolutionary programming? 1-8
Representations and Operators II
- Johannes W. Kruisselbrink, Michael T. M. Emmerich, André H. Deutz, Thomas Bäck:
A robust optimization approach using Kriging metamodels for robustness approximation in the CMA-ES. 1-8 - Mauro Castelli, Luca Manzoni, Sara Silva, Leonardo Vanneschi:
A comparison of the generalization ability of different genetic programming frameworks. 1-8 - Masafumi Yamamoto, Tomohiro Yoshikawa, Takeshi Furuhashi:
Study on effect of MOGA with interactive island model using visualization. 1-6
Multiobjective Optimization I
- Vui Ann Shim, Kay Chen Tan, Jun Yong Chia:
An investigation on sampling technique for multi-objective restricted Boltzmann machine. 1-8 - David J. Walker, Richard M. Everson, Jonathan E. Fieldsend:
Visualisation and ordering of many-objective populations. 1-8 - Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez:
A new self-adaptive approach for evolutionary multiobjective optimization. 1-8
Defense and Cyber Security
- Riyad Alshammari, Nur Zincir-Heywood:
Unveiling Skype encrypted tunnels using GP. 1-8 - Carlos Bacquet, Nur Zincir-Heywood, Malcolm I. Heywood:
An analysis of clustering objectives for feature selection applied to encrypted traffic identification. 1-8 - Younchol Cho, Jeffrey S. Smith, Alice E. Smith:
Optimizing tactical military MANETs with a specialized PSO. 1-6
Software Packages Based on Evolutionary Computation and Other Metaheuristics
- Jean-Baptiste Mouret, Stéphane Doncieux:
Sferesv2: Evolvin' in the multi-core world. 1-8 - Juan José Durillo, Antonio J. Nebro, Enrique Alba:
The jMetal framework for multi-objective optimization: Design and architecture. 1-8 - Pilar Caamaño, Rafael Tedin, Alejandro Paz-Lopez, José Antonio Becerra:
JEAF: A Java Evolutionary Algorithm Framework. 1-8
Poster Session II
- Wei-neng Chen, Jun Zhang, Ou Liu, Hai-Lin:
A Monte-Carlo ant colony system for scheduling multi-mode projects with uncertainties to optimize cash flows. 1-8 - Ruochen Liu, Licheng Jiao, Wei Zhang, Jingjing Ma:
Clonal Selection Algorithm for Image Compression. 1-8 - Yuanchun Zhu, Ying Tan:
Extracting discriminative information from e-mail for spam detection inspired by Immune System. 1-7 - Jonatan Gómez, Elizabeth León:
A coevolutionary chromosome encoding scheme for high dimensional search spaces. 1-8 - Youngseol Lee, Sung-Bae Cho:
Analysis of evolutionary process using evolutionary activity and modular schema analysis. 1-6 - Chi Kin Chow, Shiu Yin Yuen:
Continuous non-revisiting genetic algorithm with random search space re-partitioning and one-gene-flip mutation. 1-8 - Gary G. Yen, Wen-Fung Leong:
Constraint handling procedure for multiobjective particle swarm optimization. 1-8 - Yi Mei, Ke Tang, Xin Yao:
Capacitated arc routing problem in uncertain environments. 1-8 - Julio J. Valdés:
Evolutionary computation based nonlinear transformations to low dimensional spaces for sensor data fusion and Visual Data Mining. 1-8 - Kit Yan Chan, Sai-Ho Ling, Tharam Singh Dillon, Hung T. Nguyen:
Classification of hypoglycemic episodes for Type 1 diabetes mellitus based on neural networks. 1-5 - Arvind Mohais, Maksud Ibrahimov, Sven Schellenberg, Neal Wagner, Zbigniew Michalewicz:
Time-varying constraints and other practical problems in real-world scheduling applications. 1-8 - Xiangtao Li, Jianan Wang, Junping Zhou, Minghao Yin:
An effective GSA based memetic algorithm for permutation flow shop scheduling. 1-6
Selfadaptation II
- Christian L. Müller, Ivo F. Sbalzarini:
Gaussian Adaptation as a unifying framework for continuous black-box optimization and adaptive Monte Carlo sampling. 1-8 - Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatková:
Chaos driven Differential Evolution in the task of chaos control optimization. 1-8 - Nguyen Quang Uy, Bob McKay, Michael O'Neill, Nguyen Xuan Hoai:
Self-adapting semantic sensitivities for Semantic Similarity based Crossover. 1-7 - Grant Dick:
The utility of scale factor adaptation in differential evolution. 1-8 - Ni Chen, Zhi-hui Zhan, Jun Zhang, Ou Liu, Hai-Lin:
A genetic algorithm for the optimization of admission scheduling strategy in hospitals. 1-5
Discrete and Combinatorial Optimization I
- Andreas T. Ernst:
A hybrid Lagrangian Particle Swarm Optimization Algorithm for the degree-constrained minimum spanning tree problem. 1-8 - Rafael Falcón, Marcio Almeida, Amiya Nayak:
A binary Particle Swarm Optimization approach to fault diagnosis in parallel and distributed systems. 1-8 - Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala:
Ant colony optimization for automated storage and retrieval system. 1-7 - Aise Zülal Sevkli, Fatih Erdogan Sevilgen:
Discrete Particle Swarm Optimization for the Orienteering Problem. 1-8 - Andrei Bautu, Henri Luchian:
Particle Swarm Optimization with spanning tree representation for Ising spin glasses. 1-6
Niching Methods for Multimodal Optimization
- Marcel Kronfeld, Andreas Zell:
Towards scalability in niching methods. 1-8 - Bo-Yang Qu, Ponnuthurai Nagaratnam Suganthan:
Novel multimodal problems and differential evolution with ensemble of restricted tournament selection. 1-7 - Jian-Ping Li, Xiaodong Li, Alastair S. Wood:
Species based evolutionary algorithms for multimodal optimization: A brief review. 1-8 - Xiaodong Li, Kalyanmoy Deb:
Comparing lbest PSO niching algorithms using different position update rules. 1-8 - Grant Dick:
Automatic identification of the niche radius using spatially-structured clearing methods. 1-8
Evolutionary Multiobjective Optimization for Defense Applications
- Jean Berger, Jens Happe:
Co-evolutionary search path planning under constrained information-sharing for a cooperative unmanned aerial vehicle team. 1-8 - Jean Berger, Khaled Jabeur, Abdeslem Boukhtouta, Adel Guitouni, Ahmed Ghanmi:
A hybrid genetic algorithm for rescue path planning in uncertain adversarial environment. 1-8 - Kyle Willick, Slawomir Wesolkowski, Michael Mazurek:
Multiobjective evolutionary algorithm with risk minimization applied to a fleet mix problem. 1-7 - Leanne Stuive, Slawo Wesolkowski, Ahmed Ghanmi:
Tactical fleet mix computation using multiobjective evolutionary optimization. 1-7 - Jean-François Connolly, Eric Granger, Robert Sabourin:
An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification. 1-8
Classification, Clustering, Data Analysis, and Data Mining II
- Shafiq Alam, Gillian Dobbie, Patricia Riddle, M. Asif Naeem:
A swarm intelligence based clustering approach for outlier detection. 1-7 - Amit Banerjee, Rajesh N. Davé:
A context-sensitive crossover operator for clustering applications. 1-8 - Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
Bottom-up evolutionary subspace clustering. 1-8 - Alexandre Szabo, Ana Karina Fontes Prior, Leandro Nunes de Castro:
The proposal of a velocity memoryless clustering swarm. 1-5 - Zhi Zheng, Maoguo Gong, Jingjing Ma, Licheng Jiao, Qiaodi Wu:
Unsupervised evolutionary clustering algorithm for mixed type data. 1-8
Artificial Immune Systems
- Ran Bi, Jon Timmis, Andy M. Tyrrell:
The Diagnostic Dendritic Cell Algorithm for robotic systems. 1-8 - Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone, Giovanni Stracquadanio:
Entropic divergence for population based optimization algorithms. 1-8 - Wanli Ma, Dat Tran, Dharmendra Sharma:
A practical study on shape space and its occupancy in negative selection. 1-7 - Mateus Giesbrecht, Celso Pascoli Bottura:
An immuno-inspired approach to find the steady state solution of Riccati equations not solvable by Schur method. 1-8 - Guilherme Palermo Coelho, Fernando J. Von Zuben:
A Concentration-based Artificial Immune Network for continuous optimization. 1-8 - Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben:
On the diversity mechanisms of opt-aiNet: A comparative study with fitness sharing. 1-8
Coevolutionary Systems I
- Maksud Ibrahimov, Neal Wagner, Arvind Mohais, Sven Schellenberg, Zbigniew Michalewicz:
Comparison of cooperative and classical evolutionary algorithms for global supply chain optimisation. 1-8 - Wojciech Jaskowski, Krzysztof Krawiec:
Coordinate System Archive for coevolution. 1-10 - Yoshiaki Katada, Yuta Handa:
Tracking the Red Queen effect by estimating features of competitive co-evolutionary fitness landscapes. 1-8