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ORCIDCEC 2011: New Orleans, LA, USA
- Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011. IEEE 2011, ISBN 978-1-4244-7834-7
- Natalio Krasnogor:
Darwin's magic: Evolutionary computation in nanoscience, bioinformatics and systems biology. 1-3
Nature Inspired Techniques for Structural Design, Optimization and Identification Problems
- Amit Banerjee, Issam Abu-Mahfouz:
Evolutionary algorithm-based parameter identification for nonlinear dynamical systems. 1-5 - Anne Raich, Kyle Fritz:
Benefits of implicit redundant representation genetic algorithms for conceptual design and damage identification. 6-13 - Masoud Mirmomeni, William F. Punch:
Co-evolving data driven models and test data sets with the application to forecast chaotic time series. 14-20 - Mouadh Yagoubi, Ludovic Thobois, Marc Schoenauer
:
Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs. 21-28 - Afonso C. C. Lemonge, Michelli M. Silva, Helio J. C. Barbosa:
Design optimization of geometrically nonlinear truss structures considering cardinality constraints. 29-36
Estimation of Distribution Approaches to Complex Problems
- Xianneng Li, Bing Li, Shingo Mabu, Kotaro Hirasawa:
A novel estimation of distribution algorithm using graph-based chromosome representation and reinforcement learning. 37-44 - Shih-Hsin Chen, Min-Chih Chen:
Bi-variate artificial chromosomes with genetic algorithm for single machine scheduling problems with sequence-dependent setup times. 45-53 - Cristiano Grijó Pitangui, Gerson Zaverucha:
Inductive Logic Programming through Estimation of Distribution Algorithm. 54-61 - André R. Gonçalves, Fernando J. Von Zuben:
Online learning in estimation of distribution algorithms for dynamic environments. 62-69
Ms. Pac-Man vs. Ghost-Team Competition
- Philipp Rohlfshagen, Simon M. Lucas:
Ms Pac-Man versus Ghost Team CEC 2011 competition. 70-77
Artificial Bee Colony Algorithm I
- Junqing Li, Quan-Ke Pan, Shengxian Xie:
Flexible job shop scheduling problems by a hybrid artificial bee colony algorithm. 78-83 - Celal Öztürk, Dervis Karaboga:
Hybrid Artificial Bee Colony algorithm for neural network training. 84-88 - Bahriye Akay, Dervis Karaboga:
Wavelet packets optimization using Artificial Bee Colony algorithm. 89-94 - Tuncay Özcan, Sakir Esnaf:
A heuristic approach based on artificial bee colony algorithm for retail shelf space optimization. 95-101
Real World Applications I
- Shawn Aldridge, Brendan Babb, Frank W. Moore, Michael R. Peterson:
Improved reconstruction of deep space images via genetic algorithms. 102-109 - Haluk Yapicioglu, Alice E. Smith:
Disservice representation using the Gini coefficient in semi-desirable facility location problems. 110-114 - César Andrés, Luis Llana, Manuel Núñez:
Self-adaptive fuzzy-timed systems. 115-122
Evolutionary Robotics
- Helbert E. Espitia, Jorge I. Sofrony:
Path planning of mobile robots using potential fields and swarms of Brownian particles. 123-129 - Dun-Wei Gong, Cheng-liang Qi, Yong Zhang, Ming Li:
Modified particle swarm optimization for odor source localization of multi-robot. 130-136 - Hideru Hiruma, Alex Fukunaga, Kazuki Komiya, Hitoshi Iba:
Evolving an effective robot tour guide. 137-144 - Alan L. Jennings, Raúl Ordóñez:
Population based optimization for variable operating points. 145-151 - In-Bae Jeong, Chang-Soo Park, Ki-In Na, Seungbeom Han, Jong-Hwan Kim:
Particle swarm optimization-based central patter generator for robotic fish locomotion. 152-157
Algorithmic Innovations in Evolution Strategies
- Giuseppe Cuccu, Faustino J. Gomez, Tobias Glasmachers:
Novelty-based restarts for evolution strategies. 158-163 - Nobusumi Fukushima, Yuichi Nagata, Shigenobu Kobayashi, Isao Ono:
Proposal of distance-weighted exponential natural evolution strategies. 164-171 - Eddy Parkinson, Adam Ghandar, Zbigniew Michalewicz, Andrew Tuson:
Estimating the reproductive potential of offspring in evolutionary heuristics for combinatorial optimization problems. 172-178 - Takeshi Uchitane, Toshiharu Hatanaka:
Applying evolution strategies for biped locomotion learning in RoboCup 3D Soccer Simulation. 179-185
Evolutionary Computation in Finance Decision Making
- Andreas Krause:
Performance of evolving trading strategies with different discount factors. 186-191 - Dome Lohpetch, David Corne:
Multiobjective algorithms for financial trading: Multiobjective out-trades single-objective. 192-199 - João Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos André Gonçalves, Wagner Meira Jr.:
Assessing documents' credibility with genetic programming. 200-207
Hardware Aspects of Bio-Inspired Architectures and Systems
- Omer Qadir, Yang Jerry Liu, Jon Timmis, Gianluca Tempesti, Andy M. Tyrrell:
Hardware architecture for a bidirectional hetero-associative Protein Processing Associative Memory. 208-215 - Enrico Heinrich, Ralf Joost, Ralf Salomon:
Learning from the barn owl auditory system: A bio-inspired localization hardware architecture. 216-221 - Gregor Papa, Tomasz Garbolino:
Optimal on-line built-in self-test structure for system-reliability improvement. 222-229 - Antonio Gomez Zamorano, Jon Timmis, Andy M. Tyrrell:
A flexible decentralised communication architecture on a field programmable gate array for swarm system simulations. 230-237
Evolutionary Computer Vision I
- Daniel L. Atkins, Kourosh Neshatian, Mengjie Zhang:
A domain independent Genetic Programming approach to automatic feature extraction for image classification. 238-245 - Mahdi Setayesh, Mengjie Zhang, Mark Johnston:
Edge detection using constrained discrete particle swarm optimisation in noisy images. 246-253 - Wenlong Fu, Mark Johnston, Mengjie Zhang:
Genetic programming for edge detection: A global approach. 254-261 - Man To Wong, Xiangjian He, Wei-Chang Yeh:
Image clustering using Particle Swarm Optimization. 262-268 - Zdenek Vasícek, Michal Bidlo:
Evolutionary design of robust noise-specific image filters. 269-276
Computational Intelligence in Bioinformatics and Computational Biology I
- Uday Kamath, Kenneth A. De Jong, Amarda Shehu:
An evolutionary-based approach for feature generation: Eukaryotic promoter recognition. 277-284 - Matthias Becker:
Design of fault tolerant networks with agent-based simulation of Physarum polycephalum. 285-291 - Ahmadreza Ghaffarizadeh, Kamilia Ahmadi, Nicholas S. Flann:
Sorting unsigned permutations by reversals using multi-objective evolutionary algorithms with variable size individuals. 292-295
EC on Many-core Architecture to Solve Large-scale Problems I
- Yuji Sato, Naohiro Hasegawa, Mikiko Sato:
GPU acceleration for Sudoku solution with genetic operations. 296-303 - Maribel García Arenas, Juan Julián Merelo Guervós, Antonio Miguel Mora, Pedro A. Castillo, Gustavo Romero, Juan Luis Jiménez Laredo:
Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms. 304-311 - Masaharu Munetomo:
Realizing robust and scalable evolutionary algorithms toward exascale era. 312-317 - Asim Munawar, Mohamed Wahib, Masaharu Munetomo, Kiyoshi Akama:
Advanced genetic algorithm to solve MINLP problems over GPU. 318-325
Artificial Bee Colony Algorithm II
- Selcuk Okdem, Dervis Karaboga, Celal Öztürk:
An application of Wireless Sensor Network routing based on Artificial Bee Colony Algorithm. 326-330 - Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez:
Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm. 331-338 - Adalet Öner, Sel Özcan, Derya Dengi:
Optimization of university course scheduling problem with a hybrid artificial bee colony algorithm. 339-346 - Mehmet Fatih Tasgetiren, Önder Bulut, Mehmet Murat Fadiloglu:
A discrete artificial bee colony algorithm for the economic lot scheduling problem. 347-353
Real World Applications II
- Ahmad Faisal Mohamad Ayob, Tapabrata Ray, Warren F. Smith:
Scenario-based hydrodynamic design optimization of high speed planing craft for coastal surveillance. 354-361 - David Wilcox, Andrew W. McNabb, Kevin D. Seppi:
Solving virtual machine packing with a Reordering Grouping Genetic Algorithm. 362-369 - Neil Paiva Tizzo, Juan Manuel Adán Coello, Eleri Cardozo:
Automatic composition of semantic web services using A-Teams with genetic agents. 370-377 - Leon Poladian:
A genotype-to-phenotype mapping for microstructured polymer optical fibres. 378-385
Clustering and Data Mining I
- Rosana Veroneze, Fabrício Olivetti de França, Fernando J. Von Zuben:
Assessing the performance of a swarm-based biclustering technique for data imputation. 386-393 - Deng Zhang, Shingo Mabu, Feng Wen, Kotaro Hirasawa:
A sequential subspace face recognition framework using genetic-based clustering. 394-400 - Deepti Dohare, V. Susheela Devi:
Combination of similarity measures for time series classification using genetic algorithms. 401-408 - Eun Yeong Ahn, Tracy Mullen, John Yen:
Evolutionary based feature extraction with dynamic mutation. 409-416
Evolvable Hardware and Software
- John C. Gallagher, Michael W. Oppenheimer:
An improved evolvable oscillator for all flight mode control of an insect-scale flapping-wing micro air vehicle. 417-425 - Matthew E. Kijowski, John C. Gallagher, Laurence D. Merkle:
Improved learning in an evolvable hardware hover controller for an insect scale Flapping-Wing Micro Air Vehicle. 426-431 - Rui Li, Ramin Etemaadi, Michael T. M. Emmerich, Michel R. V. Chaudron:
An evolutionary multiobjective optimization approach to component-based software architecture design. 432-439 - Paul Bremner, Mohammad Samie, Anthony G. Pipe, Andy M. Tyrrell:
Multi-objective optimisation of cell-array circuit evolution. 440-446
Fitness Landscapes and Learning
- Shuhei Kimura, Koki Matsumura:
Constrained multimodal function optimization using a simple evolutionary algorithm. 447-454 - Felix Dobslaw:
Iteration-wise parameter learning. 455-462 - Garrison W. Greenwood:
On the value of operator-induced neighborhoods in fitness landscapes. 463-467 - John A. Doucette, Malcolm I. Heywood:
Revisiting the Acrobot 'height' task: An example of efficient evolutionary policy search under an episodic goal seeking task. 468-475 - Felicitas Mokom, Ziad Kobti:
Evolution of artifact capabilities. 476-483
Evolutionary Computer Vision II
- Luis Gerardo de la Fraga, Gustavo M. Lopez Dominguez:
Robust detection of several circles or ellipses with heuristics. 484-490 - Hoang Thanh Nguyen, Bir Bhanu:
Tracking pedestrians with bacterial foraging optimization swarms. 491-495 - Qiao Shi, Andy Song:
Selective motion detection by Genetic Programming. 496-503 - Jiulei Geng, Jing Liu:
Image texture classification using a multiagent genetic clustering algorithm. 504-508
Poster Session Monday
- Moayed Daneshyari, Gary G. Yen:
Dynamic optimization using cultural based PSO. 509-516 - Leandro dos Santos Coelho, Diego Luis de Andrade Bernert, Viviana Cocco Mariani:
A chaotic firefly algorithm applied to reliability-redundancy optimization. 517-521 - Viviana Cocco Mariani, Luiz Guilherme Justi Luvizotto, Carlos Eduardo Klein, Leandro dos Santos Coelho:
A normative differential evolution approach for estimation of heat transfer coefficient during freezing treatment by inverse analysis. 522-528 - Jésica de Armas, Gara Miranda, Coromoto León:
Two encoding schemes for a multi-objective Cutting Stock Problem. 529-536 - Omar Paranaiba Vilela Neto, Marco Aurélio Cavalcanti Pacheco:
A parallel evolutionary algorithm to search for global minima geometries of heterogeneous ab initio atomic clusters. 537-543 - Omar Paranaiba Vilela Neto, Iury S. Bezerra, André Silva Pimentel:
Evolutionary optimization of sets of basis functions for first-row atoms by using discretization process. 544-549 - Robert C. Green II, Lingfeng Wang, Mansoor Alam, Richard A. Formato:
Central Force Optimization on a GPU: A case study in high performance metaheuristics using multiple topologies. 550-557 - Liping Jia, Yuping Wang:
Genetic algorithm based on primal and dual theory for solving multiobjective bilevel linear programming. 558-565 - Igor Rosberg de Medeiros Silva, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg:
Solving the light up with Ant Colony Optimization. 566-573 - Danielle N. G. Silva, Luciano D. S. Pacífico, Teresa Bernarda Ludermir:
An evolutionary extreme learning machine based on group search optimization. 574-580 - Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos:
A new signal classification technique by means of Genetic Algorithms and kNN. 581-586 - Daniel Rivero, Enrique Fernández-Blanco, Julián Dorado, Alejandro Pazos:
Using recurrent ANNs for the detection of epileptic seizures in EEG signals. 587-592 - Paulo Henrique S. Asconavieta, Marco César Goldbarg, Elizabeth Ferreira Gouvea Goldbarg:
Evolutionary algorithm for the Car Renter Salesman. 593-600 - Lara Menezes, André L. V. Coelho:
On ensembles of biclusters generated by NichePSO. 601-607 - Muhannad Hijaze, David Corne:
Distributed evolutionary algorithm topologies with adaptive migration schemes. 608-615 - Marcelo Lotif, André L. V. Coelho:
Visually inspecting the search behavior of Harmony Search and its variants with Viz3D. 616-623 - Luigi Cardamone, Andrea Mocci, Carlo Ghezzi:
Dynamic synthesis of program invariants using genetic programming. 624-631 - Fabrício Olivetti de França, Fernando J. Von Zuben:
Extracting additive and multiplicative coherent biclusters with swarm intelligence. 632-638 - Antonio González-Pardo, David Camacho:
Analysis of grammatical evolutionary approaches to regular expression induction. 639-646 - José Ignacio Estévez Damas, Pedro Antonio Toledo Delgado, Silvia Alayón:
Using an induced relational decision tree for rule injection in a learning classifier system. 647-654 - Mohammad Sharif Khan, Ahmad Faisal Mohamad Ayob, Amitay Isaacs, Tapabrata Ray:
A novel evolutionary approach for 2D shape matching based on B-spline modeling. 655-661 - Arif Jamal Malik, Waseem Shahzad, Farrukh Aslam Khan:
Binary PSO and random forests algorithm for PROBE attacks detection in a network. 662-668 - Naoki Hamada, Yuichi Nagata, Shigenobu Kobayashi, Isao Ono:
On scalability of Adaptive Weighted Aggregation for multiobjective function optimization. 669-678 - Roberto Antonio Vázquez:
Training spiking neural models using cuckoo search algorithm. 679-686 - Masashi Oiso, Toshiyuki Yasuda, Kazuhiro Ohkura, Yoshiyuki Matsumura:
Accelerating steady-state genetic algorithms based on CUDA architecture. 687-692 - Eulanda Miranda dos Santos, Robert Sabourin:
Classifier ensembles optimization guided by population oracle. 693-698 - Bado Lee, Ho-Sik Seok, Byoung-Tak Zhang:
Evolving a population code for multimodal concept learning. 699-706 - Marco Carpentieri:
On robustness of permutations sequencing operators: Solving satisfiability of random 3 - CNFs by simple crossover. 707-714 - Hector M. Lugo-Cordero, Abigail Fuentes-Rivera, Ratan K. Guha, Eduardo I. Ortiz-Rivera:
Particle Swarm Optimization for load balancing in green smart homes. 715-720 - Crown Guan Wang, Degang Wu, Kwok Yip Szeto:
Quasi-parallel genetic algorithms with different communication topologies. 721-727 - Zhu Wang, Rui Yang, Lingfeng Wang, Robert C. Green II, Anastasios I. Dounis:
A fuzzy adaptive comfort temperature model with grey predictor for multi-agent control system of smart building. 728-735 - Eun Yeong Ahn, Tracy Mullen, John Yen:
A two-population evolutionary algorithm for feature extraction: Combining filter and wrapper. 736-743 - Chi Keong Goh, Dudy Lim, Learning Ma, Yew-Soon Ong, Partha Sarathi Dutta:
A surrogate-assisted memetic co-evolutionary algorithm for expensive constrained optimization problems. 744-749 - Udit Halder, Swagatam Das, Dipankar Maity, Ajith Abraham, Preetam Dasgupta:
Self adaptive cluster based and weed inspired differential evolution algorithm for real world optimization. 750-756 - Pradipta Ghosh, Hamim Zafar, Swagatam Das, Ajith Abraham:
Hierarchical dynamic neighborhood based Particle Swarm Optimization for global optimization. 757-764 - Mohammed Nasir, Arnab Kumar Mondal, Soumyadip Sengupta, Swagatam Das, Ajith Abraham:
An improved Multiobjective Evolutionary Algorithm based on decomposition with fuzzy dominance. 765-772
Computational Intelligence in Bioinformatics and Computational Biology II
- Brian J. Ross:
Evolution of stochastic bio-networks using summed rank strategies. 773-780 - Daniel A. Ashlock, Elisabeth Shiller, Colin Lee:
Comparison of evolved epidemic networks with diffusion characters. 781-788 - Gordon Vansant, Pat Pezzoli, Joseph Monforte, Gary B. Fogel:
High-throughput toxicological classification of candidate drug compounds using gene expression, evolved neural networks, and a cell-based platform. 789-795
EC on Many-core Architecture to Solve Large-scale Problems II
- Pavel Krömer, Jan Platos, Václav Snásel:
Differential evolution for the linear ordering problem implemented on CUDA. 796-802 - Mohamed Wahib, Asim Munawar, Masaharu Munetomo, Kiyoshi Akama:
Optimization of parallel Genetic Algorithms for nVidia GPUs. 803-811 - Shigeyoshi Tsutsui, Noriyuki Fujimoto:
Fast QAP solving by ACO with 2-opt local search on a GPU. 812-819 - Yiyuan Gong, Alex Fukunaga:
Distributed island-model genetic algorithms using heterogeneous parameter settings. 820-827
Computational Intelligence and Games I
- Daniel A. Ashlock, Sylvia Nguyen:
Financial control of the evolution of autonomous non-player characters. 828-835 - Elio Piccolo, Giovanni Squillero:
Adaptive opponent modelling for the iterated prisoner's dilemma. 836-841 - Eduardo Vázquez-Fernández, Carlos A. Coello Coello, Feliu Davino Sagols Troncoso:
An evolutionary algorithm for tuning a chess evaluation function. 842-848