CEC 2010: Barcelona, Spain
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010. IEEE 2010
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
- 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 F. 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
- 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
- Ehsan Kamalloo, Mohammad Saniee Abadeh: An artificial immune system for extracting fuzzy rules in credit scoring. 1-8
- Anthony Brabazon, Jane Cahill, Peter 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
- 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
- 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. 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
- 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
- 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
Engineering Applications II
- Danil V. Prokhorov: Multi-agent framework for remote diagnostics. 1-8
- Lídice Camps Echevarría, Orestes Lianes 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
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
- Yamamoto Masafumi, Yoshikawa Tomohiro, Furuhashi Takeshi: 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
- Carlos Bacquet, A. 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
- 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 Liu: 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 Leon: 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
- 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, Sing Ho Ling, Tharam Singh Dillon, Hung 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 Liu: 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 Vincent Nelwamondo, Kimberly Battle, Tshilidzi Marwala: Ant colony optimization for automated storage and retrieval system. 1-7
- 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
- Bo-Yang Qu, Ponnuthurai Nagaratnam Suganthan: Novel multimodal problems and differential evolution with ensemble of restricted tournament selection. 1-7
- Jian-Ping Li, Xiao-Dong Li, Alastair 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, A. 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
- Yoshiaki Katada, Yuta Handa: Tracking the Red Queen effect by estimating features of competitive co-evolutionary fitness landscapes. 1-8
- Leo H. Langenhoven, Geoff S. Nitschke: Neuro-evolution versus Particle Swarm Optimization for competitive co-evolution of pursuit-evasion behaviors. 1-8
- Mohammed El-Abd: A cooperative approach to The Artificial Bee Colony algorithm. 1-5
- Chong Wang, Ning Jing, Jun Li, Jun Wang, Hao Chen: Cooperative co-evolutionary algorithm in satellite imaging scheduling of cooperative multiple centers. 1-8
Multiobjective Evolutionary Algorithms I
- Andreas Konstantinidis, Christoforos Charalambous, Aimin Zhou, Qingfu Zhang: Multi-objective mobile agent-based Sensor Network Routing using MOEA/D. 1-8
- Dalia Sulieman, Laetitia Jourdan, El-Ghazali Talbi: Using multiobjective metaheuristics to solve VRP with uncertain demands. 1-8
- Ankur Sinha, Kalyanmoy Deb, Pekka J. Korhonen, Jyrki Wallenius: Progressively interactive evolutionary multi-objective optimization method using generalized polynomial value functions. 1-8
- Rituparna Datta, Anima Majumder: Optimization of turning process parameters using Multi-objective Evolutionary algorithm. 1-6
- Peter Dueholm Justesen, Rasmus K. Ursem: Many-objective Distinct Candidates Optimization using Differential Evolution on centrifugal pump design problems. 1-8
- Qingfu Zhang, Hui Li, Dietmar Maringer, Edward P. K. Tsang: MOEA/D with NBI-style Tchebycheff approach for portfolio management. 1-8
Evolutionary Computer Vision
- Andy Song, Brian Pinto: Study of GP representations for motion detection with unstable background. 1-8
- Krzysztof Krawiec, Bartosz Kukawka, Tomasz Maciejewski: Evolving cascades of voting feature detectors for vehicle detection in satellite imagery. 1-8
- Yuta Nakano, Shinichi Shirakawa, Noriko Yata, Tomoharu Nagao: Automatic construction of image transformation algorithms using feature based genetic image network. 1-8
- Alberto Ochoa, Manuel Tejera, Marta Soto: A fitness function model for detecting ellipses with Estimation of Distribution Algorithms. 1-8
- Luis Gerardo de la Fraga, Gustavo M. Lopez Dominguez: Robust fitting of ellipses with heuristics. 1-8
- Thomas Liddle, Mark Johnston, Mengjie Zhang: Multi-Objective Genetic Programming for object detection. 1-8
Biometrics, Bioinformatics, and Biomedical Applications I
- Gabriela Minetti, Enrique Alba: Metaheuristic assemblers of DNA strands: Noiseless and noisy cases. 1-8
- Fernando José Mateus da Silva, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez Pulido, Miguel A. Vega-Rodríguez: An evolutionary approach for performing multiple sequence alignment. 1-7
- Tak-Ming Chan, Kwong-Sak Leung, Kin-Hong Lee, Pietro Liò: Generic spaced DNA motif discovery using Genetic Algorithm. 1-8
- Xi Li, Dianhui Wang: Computational discovery of regulatory DNA motifs using evolutionary computation. 1-8
- Anirban Mukhopadhyay, Ujjwal Maulik, Sanghamitra Bandyopadhyay: Simultaneous informative gene selection and clustering through multiobjective optimization. 1-8
Poster Session III
- Shane Boulden, Antony W. Iorio, Hussein A. Abbass: Learning synchronization in networked complex systems using genetic algorithms. 1-8
- Andrew R. Buck, James M. Keller, Marjorie Skubic: A modified genetic algorithm for matching building sets with the histograms of forces. 1-7
- Jun Inagaki, Tomoaki Shirakawa, Tetsuo Shimono, Miki Haseyama: A genetic algorithm for generating multiple paths on mesh maps. 1-4
- Tomislav Rolich, Darko Grundler: Reduction of electromagnetic field pollution in 3D space using a genetic algorithm. 1-5
- Tony E. Lewis, George D. Magoulas: Tweaking a tower of blocks leads to a TMBL: Pursuing long term fitness growth in program evolution. 1-8
- Anuradha Purohit, Narendra S. Chaudhari, Aruna Tiwari: Construction of classifier with feature selection based on genetic programming. 1-5
- Jeff Riley, Victor Ciesielski: Fitness landscape analysis for evolutionary non-photorealistic rendering. 1-9
- Krzysztof Krawiec, Bartosz Wieloch: Automatic generation and exploitation of related problems in genetic programming. 1-8
- Kit Yan Chan, Tharam Singh Dillon, Che Kit Kwong: Polynomial modeling for manufacturing processes using a backward elimination based genetic programming. 1-8
- Robin Harper: Genetic Programming - To much P and not enough G? 1-7
- Giovanni Stracquadanio, Concetta Drago, Vittorio Romano, Giuseppe Nicosia: Effective design of semiconductor devices using evolutionary-based derivative free optimization. 1-7
- Dong-Kyun Kim, Bob McKay, Haisoo Shin, Yun-Geun Lee, Xuan Hoai Nguyen: Ecological application of evolutionary computation: Improving water quality forecasts for the Nakdong River, Korea. 1-8
- Mikiko Sato, Yuji Sato, Mitaro Namiki: Proposal of a multi-core processor from the viewpoint of evolutionary computation. 1-8
- Neil Urquhart, Emma Hart, Cathy Scott: Building low CO2 solutions to the vehicle routing problem with Time Windows using an evolutionary algorithm. 1-6
Ant Colony Optimization
- Michael Maur, Manuel López-Ibáñez, Thomas Stützle: Pre-scheduled and adaptive parameter variation in MAX-MIN Ant System. 1-8
- Rafael Falcón, Xu Li, Amiya Nayak, Ivan Stojmenovic: The one-commodity traveling salesman problem with selective pickup and delivery: An ant colony approach. 1-8
- Christian Blum: Beam-ACO for the longest common subsequence problem. 1-8
Large Scale Global Optimization I
- Janez Brest, Ales Zamuda, Iztok Fister, Mirjam Sepesy Maucec: Large scale global optimization using self-adaptive differential evolution algorithm. 1-8
- Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao: Cooperative Co-evolution with delta grouping for large scale non-separable function optimization. 1-8
- Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Swagatam Das: Dynamic multi-swarm particle swarm optimizer with sub-regional harmony search. 1-8
- Daniel Molina, Manuel Lozano, Francisco Herrera: MA-SW-Chains: Memetic algorithm based on local search chains for large scale continuous global optimization. 1-8
Multiobjective Evolutionary Algorithms II
- Sílvia M. D. Monteiro, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg: A new transgenetic approach for the biobjective spanning tree problem. 1-5
- Kalyanmoy Deb, Rituparna Datta: A fast and accurate solution of constrained optimization problems using a hybrid bi-objective and penalty function approach. 1-8
- Mohand-Said Mezmaz, Young Choon Lee, Nouredine Melab, El-Ghazali Talbi, Albert Y. Zomaya: A bi-objective hybrid genetic algorithm to minimize energy consumption and makespan for precedence-constrained applications using dynamic voltage scaling. 1-8
- Chuan Shi, Cha Zhong, Zhenyu Yan, Yanan Cai, Bin Wu: A multi-objective approach for community detection in complex network. 1-8
Evolvable Hardware and Software
- Song Zhan, Julian F. Miller, Andy M. Tyrrell: Modular design from gene regulation in a cellular system. 1-8
- Stefano Nichele, Gunnar Tufte: Trajectories and attractors as specification for the evolution of behaviour in cellular automata. 1-8
- Elhadj Benkhelifa, Ashutosh Tiwari, Anthony G. Pipe: Evolutionary design optimisation of a 32-Step Traffic Lights Controller. 1-5
- Elizabeth Montero, María-Cristina Riff, Bertrand Neveu: New requirements for off-line parameter calibration algorithms. 1-8
Biometrics, Bioinformatics, and Biomedical Applications II
- Vladimir Sarpe, Afshin Esmaeili, Iman Yazdanbod, Thane Kubik, Michael Richter, Christian Jacob: Parametric evolution of a bacterial signalling system formalized by membrane computing. 1-8
- José María Font, Daniel Manrique: Grammar-guided evolutionary automatic system for autonomously building biological oscillators. 1-7
- Janet Clegg, Martin P. Robinson: A genetic algorithm used to fit Debye functions to the dielectric properties of tissues. 1-8
- Dulce Calçada, Agostinho C. Rosa, Luis C. Duarte, Vitor V. Lopes: Comparison of GA and PSO performance in parameter estimation of microbial growth models: A case-study using experimental data. 1-8
Numerical Optimization II
- Fanchao Zeng, James Decraene, Malcolm Yoke-Hean Low, Philip Hingston, Wentong Cai, Suiping Zhou, Mahinthan Chandramohan: Autonomous Bee Colony Optimization for multi-objective function. 1-8
- Kenya Jin'no, Takuya Shindo: Analysis of dynamical characteristic of canonical deterministic PSO. 1-6
- Jie Yang, Abdesselam Bouzerdoum, Son Lam Phung: A particle swarm optimization algorithm based on orthogonal design. 1-7
Large Scale Global Optimization II
- Peter Korosec, Katerina Taskova, Jurij Silc: The differential Ant-Stigmergy Algorithm for large-scale global optimization. 1-8
- Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Dazhi Jiang: Sequential DE enhanced by neighborhood search for Large Scale Global Optimization. 1-7
- Abhishek Verma, Xavier Llorà, Shivaram Venkataraman, David E. Goldberg, Roy H. Campbell: Scaling eCGA model building via data-intensive computing. 1-8
Multiobjective Optimization II
- Bernabé Dorronsoro Díaz, Pascal Bouvry, J. Alberto Canero, Anthony A. Maciejewski, Howard Jay Siegel: Multi-objective robust static mapping of independent tasks on grids. 1-8
- Abdullah Alsheddy, Edward P. K. Tsang: Guided Pareto Local Search based frameworks for biobjective optimization. 1-8
Hardware Aspects of BioInspired Architectures and Systems
- Garrison W. Greenwood, Andy M. Tyrrell: Metamorphic systems: A new model for adaptive system design. 1-8
- Omer Qadir, Jerry Liu, Jon Timmis, Gianluca Tempesti, Andy M. Tyrrell: Principles of protein processing for a self-organising associative memory. 1-8
Evolutionary Algorithms with Statistical & Machine Learning Techniques I
- Dudy Lim, Yew-Soon Ong, Rachman Setiawan, Muhammad Idris: Classifier-assisted constrained evolutionary optimization for automated geometry selection of orthodontic retraction spring. 1-8
- Alexander E. I. Brownlee, Olivier Regnier-Coudert, John A. W. McCall, Stewart Massie: Using a Markov network as a surrogate fitness function in a genetic algorithm. 1-8
- Pablo J. Villacorta, David A. Pelta: Evolutionary design and statistical assessment of strategies in an adversarial domain. 1-7
Poster Session IV
- Pourya Hoseini, Mahrokh G. Shayesteh: Hybrid Ant Colony Optimization, Genetic Algorithm, and Simulated Annealing for image contrast enhancement. 1-6
- Akira Hara, Syuhei Matsushima, Takumi Ichimura, Tetsuyuki Takahama: Ant Colony Optimization using exploratory ants for constructing partial solutions. 1-7
- Na Zhang, Zuren Feng, Liangjun Ke: New pheromone trail updating method of ACO for satellite control resource scheduling problem. 1-6
- Xinlu Zong, Shengwu Xiong, Zhixiang Fang, Qiuping Li: Multi-ant colony system for evacuation routing problem with mixed traffic flow. 1-6
- Guillermo Leguizamón, Franco Arito, Carlos A. Coello Coello: A hybrid Memory-based ACO algorithm for the QAP. 1-8
- Ali Esmailzadeh, Shahryar Rahnamayan: Fighting noise with noise: DE with individuals shaking to tackle noisy problems. 1-9
- Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes: MODE-LD+SS: A novel Differential Evolution algorithm incorporating local dominance and scalar selection mechanisms for multi-objective optimization. 1-8
- Lucas de P. Veronese, Renato A. Krohling: Differential evolution algorithm on the GPU with C-CUDA. 1-7
- Gang Liu, Yuanxiang Li, Guoliang He: Design of digital FIR filters using differential evolution algorithm based on reserved genes. 1-7
- Anna Isabel Esparcia-Alcázar, Ana Isabel Martínez García, Antonio Mora García, Juan Julián Merelo Guervós, Pablo García-Sánchez: Controlling bots in a First Person Shooter game using genetic algorithms. 1-8
- Juliusz Zajaczkowski, Brijesh Verma: An evolutionary algorithm based approach for selection of topologies in hierarchical fuzzy systems. 1-8
- Edwin de Jesus Zarrazola, Daniel Gómez, Javier Montero, Javier Yáñez: A hierarchical segmentation for image processing. 1-4
- Diego Muñoz-Carpintero, Doris Sáez, Igor Skrjanc: Hybrid predictive control design with mixed inputs based on PSO and its application for control of a Batch Reactor. 1-8
- Tae-min Jung, Youngseol Lee, Sung-Bae Cho: Mobile interface for adaptive image refinement using interactive evolutionary computing. 1-7
- Gerardo Gabriel Acosta, Jose A. Fernandez-Leon, Miguel Angel Mayosky: Artificial immune system inspired behavior coordination for autonomous mobile robot trajectory generation. 1-6
Numerical Optimization III
- Tiago Silveira, Humberto Cesar Brandao de Oliveira, Ricardo M. Salgado, Luiz Eduardo da Silva, Geraldo Robson Mateus: Cosine function applied to the inertia control in the Particle Swarm Optimization. 1-8
- Changhe Li, Shengxiang Yang: Adaptive learning particle swarm optimizer-II for global optimization. 1-8
- Alicia Morales-Reyes, Ahmet T. Erdogan, Tughrul Arslan: Lattice reconfiguration vs. local selection criteria for diversity tuning in cellular GAs. 1-8
Representations and Operators III
- Naoya Karatsu, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi: Globally multimodal function optimization by Real-Coded Genetic Algorithms using traps. 1-8
- Jongwon Yoon, Sung-Bae Cho: Fitness approximation for genetic algorithm using combination of approximation model and fuzzy clustering technique. 1-6
- David Kinzett, Mengjie Zhang, Mark Johnston: Investigation of simplification threshold and noise level of input data in numerical simplification of genetic programs. 1-8
Multiobjective Optimization III
- Naoki Hamada, Yuichi Nagata, Shigenobu Kobayashi, Isao Ono: Adaptive weighted aggregation: A multiobjective function optimization framework taking account of spread and evenness of approximate solutions. 1-8
- Gara Miranda, Jésica de Armas, Carlos Segura, Coromoto León: Hyperheuristic codification for the multi-objective 2D Guillotine Strip Packing Problem. 1-8
Evolutionary Robotics
- Jonathan Mwaura, Ed Keedwell: Evolution of robotic behaviours using Gene Expression Programming. 1-8
- Evert Haasdijk, A. E. Eiben, Giorgos Karafotias: On-line evolution of robot controllers by an encapsulated evolution strategy. 1-7
- Chin Kim On, Jason Teo: Evolution and analysis of self-synthesized minimalist neural controllers for collective robotics using Pareto multi-objective optimization. 1-7
Evolutionary Algorithms with Statistical & Machine Learning Techniques II
- Bo Liu, Francisco V. Fernández, Qingfu Zhang, Murat Pak, Suha Sipahi, Georges G. E. Gielen: An enhanced MOEA/D-DE and its application to multiobjective analog cell sizing. 1-7
- Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, José Antonio Lozano: Estimation of Bayesian networks algorithms in a class of complex networks. 1-8
Numerical Optimization IV
- Selmar K. Smit, A. E. Eiben: Beating the 'world champion' evolutionary algorithm via REVAC tuning. 1-8
- Kent McClymont, Ed Keedwell: Optimising multi-modal polynomial mutation operators for multi-objective problem classes. 1-8
- Gourab Ghosh Roy, Prithwish Chakraborty, Shi-Zheng Zhao, Swagatam Das, Ponnuthurai Nagaratnam Suganthan: Artificial foraging weeds for global numerical optimization over continuous spaces. 1-8
- Albert Y. S. Lam, Jialing Xu, Victor O. K. Li: Chemical Reaction Optimization for population transition in peer-to-peer live streaming. 1-8
- Shing Wa Leung, Shiu Yin Yuen, Chi Kin Chow: Parameter control by the entire search history: Case study of history-driven evolutionary algorithm. 1-8
Swarmbased Optimization I
- Johnny C. Y. Lai, Frank H. Leung, Sai-Ho Ling: A New Differential Evolution with self-terminating ability using fuzzy control and k-nearest neighbors. 1-8
- Oscar D. Lara, Miguel A. Labrador: A multiobjective ant colony-based optimization algorithm for the bin packing problem with load balancing. 1-8
- Hui Wang, Zhijian Wu, Shahryar Rahnamayan: Differential Evolution enhanced by neighborhood search. 1-8
- Fabrício Olivetti de França, Fernando J. Von Zuben: Finding a high coverage set of 5-biclusters with swarm intelligence. 1-8
- Kiran Khurshid, Safwat Irteza, Adnan Ahmed Khan: Application of ant colony optimization based algorithm in MIMO detection. 1-7
Evolutionary Multiobjective Optimization I
- Hiroyuki Sato, Hernán E. Aguirre, Kiyoshi Tanaka: Pareto partial dominance MOEA and hybrid archiving strategy included CDAS in many-objective optimization. 1-8
- Mario Garza-Fabre, Gregorio Toscano Pulido, Carlos A. Coello Coello: Two novel approaches for many-objective optimization. 1-8
- Hernán E. Aguirre, Kiyoshi Tanaka: A study on the effects of rankings sensitive to density on many-objective MNK Landscapes. 1-8
- Irene Moser, Sanaz Mostaghim: The automotive deployment problem: A practical application for constrained multiobjective evolutionary optimisation. 1-8
- Hemant Kumar Singh, Tapabrata Ray, Warren Smith: Surrogate assisted Simulated Annealing (SASA) for constrained multi-objective optimization. 1-8
Evolutionary Robotics
- Renan C. Moioli, Patrícia Amâncio Vargas, Phil Husbands: Exploring the Kuramoto model of coupled oscillators in minimally cognitive evolutionary robotics tasks. 1-8
- Heiko Hamann, Jürgen Stradner, Thomas Schmickl, Karl Crailsheim: A hormone-based controller for evolutionary multi-modular robotics: From single modules to gait learning. 1-8
- Stephen Paul McKibbin: Structuring sensory-motor coordination for the acquisition of dynamic identification using PSO. 1-8
- Stéphane Doncieux, Jean-Baptiste Mouret: Behavioral diversity measures for Evolutionary Robotics. 1-8
- Christiaan J. Pretorius, Mathys C. du Plessis, Charmain Cilliers: A Neural Network-based kinematic and light-perception simulator for simple robotic evolution. 1-8
Real-world Applications - Design, Test, Planning and Scheduling
- Robert Barbour, David W. Corne, John A. W. McCall: Accelerated optimisation of chemotherapy dose schedules using fitness inheritance. 1-8
- Matteo Miraz, Pier Luca Lanzi, Luciano Baresi: Improving evolutionary testing by means of efficiency enhancement techniques. 1-8
- Koji Shimoyama, Kazuya Seo, Tsuyoshi Nishiwaki, Shinkyu Jeong, Shigeru Obayashi: Material design optimization for a sport shoe sole by evolutionary computation and FEM analysis. 1-7
- Aritra Chowdhury, Ritwik Giri, Arnob Ghosh, Swagatam Das, Ajith Abraham, Václav Snásel: Linear antenna array synthesis using fitness-adaptive differential evolution algorithm. 1-8
Estimation of Distribution Algorithms
- Alfredo Cuesta-Infante, Roberto Santana, José Ignacio Hidalgo, Concha Bielza, Pedro Larrañaga: Bivariate empirical and n-variate Archimedean copulas in estimation of distribution algorithms. 1-8
- Xianneng Li, Shingo Mabu, Huiyu Zhou, Kaoru Shimada, Kotaro Hirasawa: Genetic Network Programming with Estimation of Distribution Algorithms for class association rule mining in traffic prediction. 1-8
- Amin Nikanjam, Hadi Sharifi, B. Hoda Helmi, Adel Rahmani: Enhancing the efficiency of genetic algorithm by identifying linkage groups using DSM clustering. 1-8
- Kai-Chun Fan, Jui-Ting Lee, Tian-Li Yu, Tsung-Yu Ho: Interaction-detection metric with differential mutual complement for dependency structure matrix genetic algorithm. 1-8
- Mohamed Wahib, Asim Munawar, Masaharu Munetomo, Kiyoshi Akama: A Bayesian Optimization Algorithm for De Novo ligand design based docking running over GPU. 1-8
Real-world Applications - Oil, Gas and Power Systems
- Fernando Alonso Zotes, Matilde Santos Peñas: Delta-V genetic optimisation of a trajectory from Earth to Saturn with fly-by in Mars. 1-6
- Markus Beck, Jozsef Hecht-Méndez, Michael de Paly, Peter Bayer, Philipp Blum, Andreas Zell: Optimization of the energy extraction of a shallow geothermal system. 1-7
- Thatiana C. N. de Souza, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg: Comparing PSO and NSGA II for the biobjective Oil Derivatives Distribution Problem. 1-7
- Ryohei Suzuki, Fukiko Kawai, Shinji Kitagawa, Tetsuro Matsui, Kouji Matsumoto, Donghui Xiang, Yoshikazu Fukuyama: The epsilon constrained differential evolution approach for optimal operational planning of energy plants. 1-6
- Johnny C. Y. Lai, Frank H. Leung, Sai-Ho Ling: Economic Load Dispatch using Differential Evolution with double wavelet mutation operations. 1-6
- Jean-François Dupuis, Zhun Fan: Comparing an evolved finite state controller for hybrid system to a lookahead design. 1-6
Evolutionary Multiobjective Optimization II
- Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs: Benchmarking evolutionary multiobjective optimization algorithms. 1-8
- Marcos L. P. Bueno, Gina M. B. Oliveira: Multicast flow routing: Evaluation of heuristics and multiobjective evolutionary algorithms. 1-8
- Salem F. Adra, Peter J. Fleming: Progressive diversity management in evolutionary multiobjective optimisation. 1-8
- Shinya Watanabe, Hiroyuki Shioya, Kazutoshi Gohara: Phase retrieval based on an Evolutionary Multicriterion Optimisation method. 1-8
- Lam Thu Bui, Zbigniew Michalewicz: An evolutionary multi-objective approach for dynamic mission planning. 1-8
- In-Won Park, Bum-Joo Lee, Ye-Hoon Kim, Ji-Hyeong Han, Jong-Hwan Kim: Multi-objective quantum-inspired evolutionary algorithm-based optimal control of two-link inverted pendulum. 1-7
Interactive Evolutionary Computation I
- James McDermott, Michael O'Neill, Anthony Brabazon: Interactive interpolating crossover in grammatical evolution. 1-8
- Jonathan Byrne, James McDermott, Edgar Galván López, Michael O'Neill: Implementing an intuitive mutation operator for interactive evolutionary 3D design. 1-7
- Misato Tanaka, Tomoyuki Hiroyasu, Mitsunori Miki, Yasunari Sasaki, Masato Yoshimi, Hisatake Yokouchi: Automatic generation method to derive for the design variable spaces for interactive Genetic Algorithms. 1-8
- Lluís Formiga, Francesc Alías, Xavier Llorà: Evolutionary process indicators for active IGAs applied to weight tuning in unit selection TTS synthesis. 1-8
- Tatsuo Unemi: SBArt4 - Breeding abstract animations in realtime. 1-6
- Shangfei Wang, Hua Zhu: Musical perceptual similarity estimation using interactive genetic algorithm. 1-7
Data Mining
- Nitai B. Silva, Ing Ren Tsang, George D. C. Cavalcanti, Ing-Jyh Tsang: A graph-based friend recommendation system using Genetic Algorithm. 1-7
- José María Luna, José Raúl Romero, Sebastián Ventura: G3PARM: A Grammar Guided Genetic Programming algorithm for mining association rules. 1-8
- Lilian Berton, Jean Huertas, Bilzã Araújo, Liang Zhao: Identifying abnormal nodes in complex networks by using random walk measure. 1-6
- Elizabeth Leon, Olfa Nasraoui, Jonatan Gómez: Scalable evolutionary clustering algorithm with Self Adaptive Genetic Operators. 1-8
Poster Session V
- Lily Rachmawati, Dipti Srinivasan: Incorporation of imprecise goal vectors into evolutionary multi-objective optimization. 1-8
- Alvaro Rubio-Largo, Miguel A. Vega-Rodríguez, Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez: A Differential Evolution with Pareto Tournaments for solving the Routing and Wavelength Assignment problem in WDM networks. 1-8
- Carolina P. de Almeida, Richard A. Gonçalves, Myriam Regattieri Delgado, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg: A Transgenetic Algorithm for the bi-objective traveling purchaser problem. 1-8
- Fatima Ghedjati: Heuristics and a hybrid meta-heuristic for a generalized job-shop scheduling problem. 1-8
- Jacomine Grobler, Andries Petrus Engelbrecht, Graham Kendall, V. S. S. Yadavalli: Alternative hyper-heuristic strategies for multi-method global optimization. 1-8
- Eugénia Moreira Bernardino, Anabela Moreira Bernardino, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez Pulido, Miguel Ángel Vega Rodríguez: A Hybrid Scatter Search algorithm to assign terminals to concentrators. 1-8
- Aniruddha Basak, Siddharth Pal, Swagatam Das, Ajith Abraham, Václav Snásel: A modified Invasive Weed Optimization algorithm for time-modulated linear antenna array synthesis. 1-8
- Dipankar Dasgupta, David Camilo Becerra Romero, Alex Banceanu, Fernando Niño, James Simien: A parallel framework for multi-objective evolutionary optimization. 1-8
- Giovanni Cantor, Jonatan Gómez: Maintaining genetic diversity in fine-grained parallel genetic algorithms by combining cellular automata, Cambrian explosions and massive extinctions. 1-8
- Gilberto Reynoso-Meza, Xavier Blasco Ferragud, Javier Sanchis, Miguel A. Martínez: Multiobjective optimization algorithm for solving constrained single objective problems. 1-7
- Amit Saha, Rituparna Datta, Kalyanmoy Deb: Hybrid gradient projection based Genetic Algorithms for constrained optimization. 1-8
- Efrén Mezura-Montes, Ramiro Ernesto Velez-Koeppel: Elitist Artificial Bee Colony for constrained real-parameter optimization. 1-8
- Zhihui Li, Jing J. Liang, Xi He, Zhigang Shang: Differential evolution with dynamic constraint-handling mechanism. 1-8
- Yangyang Li, Nana Wu, Jingjing Ma, Licheng Jiao: Quantum-inspired immune clonal clustering algorithm based on watershed. 1-7
- Laura Emmanuella A. Santana, Ligia Silva, Anne M. P. Canuto, Fernando Pintro, Karliane O. Vale: A comparative analysis of genetic algorithm and ant colony optimization to select attributes for an heterogeneous ensemble of classifiers. 1-8
- Nasser Tairan, Qingfu Zhang: Population-Based Guided Local Search: Some preliminary experimental results. 1-5
Theoretical Foundations of Evolutionary Computation
- Jun He: A note on the first hitting time of (1 + lambda) evolutionary algorithm for linear functions with boolean inputs. 1-6
- Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini: Local Optima Networks of the Quadratic Assignment Problem. 1-8
- Witold Kosinski, Stefan Kotowski, Zbyszek Michalewicz: On convergence and optimality of genetic algorithms. 1-6
Representations and Operators IV
- Asmaa Al-Naqi, Ahmet T. Erdogan, Tughrul Arslan: Fault tolerance through automatic cell isolation using three-dimensional cellular genetic algorithms. 1-8
- Jose Luis Fernandez-Marquez, Josep Lluís Arcos: Adapting Particle Swarm Optimization in dynamic and noisy environments. 1-8
Heuristics, Metaheuristics, and Hyperheuristics I
- José Carlos Ortiz-Bayliss, Ender Özcan, Andrew J. Parkes, Hugo Terashima-Marín: Mapping the performance of heuristics for Constraint Satisfaction. 1-8
- István Erlich, Ganesh K. Venayagamoorthy, Nakawiro Worawat: A Mean-Variance Optimization algorithm. 1-6
- Luis de Marcos, Antonio García-Cabot, Eva García, Jose J. Martinez, José Antonio Gutiérrez de Mesa, Roberto Barchino, José María Gutiérrez, José Ramón Hilera, Salvador Otón: An adaptation of the parliamentary metaheuristic for permutation constraint satisfaction. 1-8
- Mario A. Muñoz, Saman K. Halgamuge, Wilfredo Alfonso, Eduardo Caicedo: Simplifying the Bacteria Foraging Optimization Algorithm. 1-7
Evolved Neural Networks I
- Rong Li, Timothy R. Mersch, Oriana X. Wen, Assem Kaylani, Georgios C. Anagnostopoulos: Multi-objective memetic evolution of ART-based classifiers. 1-8
- Eric Granger, Donavan Prieur, Jean-François Connolly: Evolving ARTMAP neural networks using Multi-Objective Particle Swarm Optimization. 1-8
- Vladimir V. Bukhtoyarov, Olga E. Semenkina: Comprehensive evolutionary approach for neural network ensemble automatic design. 1-6
Classification, Clustering, Data Analysis, and Data Mining III
- Ricardo Aler, Inés María Galván, José María Valls: Evolving spatial and frequency selection filters for Brain-Computer Interfaces. 1-7
- Sotiris K. Tasoulis, Dimitris K. Tasoulis, Vassilis P. Plagianakos: Evolutionary Principal Direction Divisive Partitioning. 1-7
- Taras Kowaliw, Jon McCormack, Alan Dorin: Evolutionary automated recognition and characterization of an individual's artistic style. 1-8
- James Ethridge, Gregory Ditzler, Robi Polikar: Optimal nu-SVM parameter estimation using multi objective evolutionary algorithms. 1-8
Poster Session VI
- Renata M. Carvalho, Ricardo Massa Ferreira Lima, Adriano L. I. Oliveira, Felix C. G. Santos: Scheduling parallel jobs for multiphysics simulators. 1-8
- Iuri Bueno Drumond de Andrade, Tiago de Oliveira Januario, Gisele L. Pappa, Geraldo Robson Mateus: An evolutionary algorithm to the Density Control, Coverage and Routing Multi-Period Problem in Wireless Sensor Networks. 1-8
- Md. Murad Hossain, Hussein A. Abbass, Chris Lokan, Sameer Alam: Adversarial Evolution: Phase transition in non-uniform hard satisfiability problems. 1-8
- Raymond Chiong, Michael Kirley: Imitation vs evolution: Analysing the effects of strategy update mechanisms in N-player social dilemmas. 1-8
- Robert Bradley, Anthony Brabazon, Michael O'Neill: Objective function design in a grammatical evolutionary trading system. 1-8
- Tae-Hyoung Park, Kyung-Min Kim: Integer programming approach to PCB assembly optimization of modular mounters. 1-6
- Jiann-Horng Lin, Jenn-Long Liu: On a measure of collective dynamics in particle swarm optimization. 1-6
- Ihsan Mohd Yassin, Mohd Nasir Taib, Azlee Zabidi, Hasliza Abu Hassan, Husna Zainol Abidin: Comparison between NARX parameter estimation methods with Binary Particle Swarm Optimization-based structure selection method. 1-7
- Dong Wang, Hanwu Chen, Wanning Zhu: Bidirectional matrix-based algorithm for 4-qubit reversible logic circuits synthesis. 1-5
- André Vargas Abs da Cruz, Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco: Quantum-Inspired Evolutionary Algorithms applied to numerical optimization problems. 1-6
- Arushi Raghuvanshi, Marek A. Perkowski: Fuzzy quantum circuits to model emotional behaviors of humanoid robots. 1-8
Parameter Setting in Evolutionary Algorithms
- Elisa Boari de Lima, Gisele L. Pappa, Jussara Marques de Almeida, Marcos André Gonçalves, Wagner Meira Jr.: Tuning Genetic Programming parameters with factorial designs. 1-8
- Erik Dovgan, Tea Tusar, Bogdan Filipic: Parameter tuning in an evolutionary algorithm for commodity transportation optimization. 1-8
- Maribel García Arenas, Juan Luís Jiménez Laredo, Pedro A. Castillo, Pablo G. Saanchez, Antonio Miguel Mora, Alberto Prieto, Juan J. Merelo Guervós: Statistical analysis of the parameters of the simulated annealing algorithm. 1-8
Constrained RealParameter Optimization I
- Tetsuyuki Takahama, Setsuko Sakai: Constrained optimization by the epsilon constrained differential evolution with an archive and gradient-based mutation. 1-9
- Lin-Yu Tseng, Chun Chen: Multiple Trajectory Search for single objective constrained real-parameter optimization problems. 1-7
- Rammohan Mallipeddi, Ponnuthurai Nagaratnam Suganthan: Differential evolution with ensemble of constraint handling techniques for solving CEC 2010 benchmark problems. 1-8
From Hybrid Evolutionary Computation and HyperHeuristics to Memetic Computation I
- Edmund K. Burke, Matthew R. Hyde, Graham Kendall: Providing a memory mechanism to enhance the evolutionary design of heuristics. 1-8
- Liang Feng, Yew-Soon Ong, Quang Huy Nguyen, Ah-Hwee Tan: Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem. 1-7
- Zexuan Zhu, Sen Jia, Zhen Ji: Affinity propagation based memetic band selection on hyperspectral imagery datasets. 1-7
Real-world Applications - LT Code and FPGA
- Chih-Ming Chen, Ying-Ping Chen, Tzu-Ching Shen, John K. Zao: On the optimization of degree distributions in LT code with covariance matrix adaptation evolution strategy. 1-8
- Chih-Ming Chen, Ying-Ping Chen, Tzu-Ching Shen, John K. Zao: Optimizing degree distributions in LT codes by using the multiobjective evolutionary algorithm based on decomposition. 1-8