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ORCIDCEC 2005: Edinburgh, UK
- Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK. IEEE 2005, ISBN 0-7803-9363-5
Evolutionary Multiobjective Optimization 1
- Salem Fawaz Adra, Ahmed I. Hamody, Ian Griffin, Peter J. Fleming:
A hybrid multi-objective evolutionary algorithm using an inverse neural network for aircraft control system design. 1-8 - Andres F. Rodriguez, Traci A. Keller, Gary B. Lamont, Thomas R. Nelson:
Using a multiobjective evolutionary algorithm to develop a quantum cascade laser operating in the terahertz frequency range. 9-16 - Richard O. Day, Gary B. Lamont:
An effective explicit building block MOEA, the MOMGA-IIa. 17-24 - Himanshu Gupta, Kalyanmoy Deb:
Handling constraints in robust multi-objective optimization. 25-32
Bioinformatics and Bioscience Applications 1
- Kyoung-Jae Won
, Thomas Hamelryck, Adam Prügel-Bennett, Anders Krogh:
Evolving hidden Markov models for protein secondary structure prediction. 33-40 - Daniel A. Ashlock, Adam Sherk:
Non-local adaptation of artificial predators and prey. 41-48 - Xiaochun Weng, Lutz Hamel, Lenore M. Martin, Joan Peckham:
A genetic algorithm for energy minimization in bio-molecular systems. 49-56 - Enrique Alba, Gabriel Luque, Sami Khuri:
Assembling DNA fragments with parallel algorithms. 57-64
Particle Swarm Optimisation 1
- Margarita Reyes Sierra, Carlos A. Coello Coello:
A study of fitness inheritance and approximation techniques for multi-objective particle swarm optimization. 65-72 - Christopher K. Monson, Kevin D. Seppi:
Linear equality constraints and homomorphous mappings in PSO. 73-80 - William B. Langdon, Riccardo Poli:
Evolving problems to learn about particle swarm and other optimisers. 81-88 - Gary Pampara, Nelis Franken, Andries P. Engelbrecht:
Combining particle swarm optimisation with angle modulation to solve binary problems. 89-96
Real World Applications 1
- Lorenz Huelsbergen:
Fast evolution of custom machine representations. 97-104 - Frank W. Moore:
A genetic algorithm for optimized reconstruction of quantized signals. 105-111 - Giuseppe Ascia, Vincenzo Catania, Maurizio Palesi:
An evolutionary approach to network-on-chip mapping problem. 112-119 - Satoshi Hashimoto, Kazunori Haruyama, Taro Nakamura, Toyohisa Nakajima, Yuko Osana:
Office layout support system using island model genetic algorithm. 120-127
Complex Adaptive Systems: Towards Predictive Methodologies 1
- Alexander S. Klyubin, Daniel Polani, Chrystopher L. Nehaniv:
Empowerment: a universal agent-centric measure of control. 128-135 - Larry Bull, I. Lawson, Andrew Adamatzky, Ben de Lacy Costello:
Towards predicting spatial complexity: a learning classifier system approach to the identification of cellular automata. 136-141 - Chrystopher L. Nehaniv:
Sensorimotor experience and its metrics: informational geometry and the temporal horizon. 142-149 - Naeem Assif Mirza, Chrystopher L. Nehaniv, Kerstin Dautenhahn, I. René J. A. te Boekhorst:
Using temporal information distance to locate sensorimotor experience in a metric space. 150-157
Applications in Business
- Hisashi Handa, Lee Chapman, Xin Yao:
Dynamic salting route optimisation using evolutionary computation. 158-165 - Arthur K. Kordon, Alex N. Kalos, Flor A. Castillo, Elsa M. Jordaan, Guido Smits, Mark E. Kotanchek:
Competitive advantages of evolutionary computation for industrial applications. 166-173 - Martina Hasenjäger, Bernhard Sendhoff:
Crawling along the Pareto front: tales from the practice. 174-181 - Stephen Swift, Amy Shi, Jason Crampton, Allan Tucker:
ICARUS: intelligent coupon allocation for retailers using search. 182-189
Convergence, Runtime Analysis and Associated Studies 1
- Thomas Jansen, Dirk Sudholt:
Design and analysis of an asymmetric mutation operator. 190-197 - Reza Rastegar, Mohammad Reza Meybodi:
A note on the population based incremental learning with infinite population size. 198-205 - Jens Jägersküpper:
On the complexity of overcoming gaps with isotropic mutations and elitist selection. 206-213 - Enrique Alba, Gabriel Luque:
Theoretical models of selection pressure for dEAs: topology influence. 214-221
Evolutionary Multiobjective Optimization 2
- Evan J. Hughes:
Evolutionary many-objective optimisation: many once or one many? 222-227 - Feng Xue, Arthur C. Sanderson, Robert J. Graves:
Modeling and convergence analysis of a continuous multi-objective differential evolution algorithm. 228-235 - Tomoyuki Hiroyasu, Seiichi Nakayama, Mitsunori Miki:
Comparison study of SPEA2+, SPEA2, and NSGA-II in diesel engine emissions and fuel economy problem. 236-242 - Jonathan E. Fieldsend, Richard M. Everson:
Multi-objective optimisation in the presence of uncertainty. 243-250
Bioinformatics and Bioscience Applications 2
- Bo-Fu Liu, Hung-Ming Chen, Hui-Ling Huang, Shiow-Fen Hwang, Shinn-Ying Ho:
Flexible protein-ligand docking using particle swarm optimization. 251-258 - Tamjidul Hoque, Madhu Chetty, Laurence Dooley:
A new guided genetic algorithm for 2D hydrophobic-hydrophilic model to predict protein folding. 259-266 - Jürgen Paetz:
Comparing evolutionary optimization with ant colony optimization of drug design interval rules with and without pre-initialization. 267-273 - Gary B. Fogel, Mars Cheung:
Derivation of quantitative structure-toxicity relationships for ecotoxicological effects of organic chemicals: evolving neural networks and evolving rules. 274-281
Particle Swarm Optimisation 2
- Nelis Franken, Andries P. Engelbrecht:
Investigating binary PSO parameter influence on the knights cover problem. 282-289 - Alejandro Cervantes, Inés María Galván, Pedro Isasi:
A comparison between the Pittsburgh and Michigan approaches for the binary PSO algorithm. 290-297 - Mark S. Voss:
Principal component particle swarm optimization: a step towards topological swarm intelligence. 298-305 - Auralia I. Edwards, Andries P. Engelbrecht, Nelis Franken:
Nonlinear mapping using particle swarm optimisation. 306-313
Real World Applications 2
- Eric-Wubbo Lameijer, Adriaan P. IJzerman, Joost N. Kok:
Using data mining to improve mutation in a tool for molecular evolution. 314-321 - Mark G. Terwilliger, Ajay Gupta, Ashfaq A. Khokhar, Garrison W. Greenwood:
Localization using evolution strategies in sensornets. 322-327 - Toru Eguchi, Kotaro Hirasawa, Jinglu Hu, Sandor Markon:
Elevator group supervisory control system using genetic network programming with functional localization. 328-335 - Jin Zhou, Toru Eguchi, Kotaro Hirasawa, Jinglu Hu, Sandor Markon:
Elevator group supervisory control system using genetic network programming with reinforcement learning. 336-342
Complex Adaptive Systems: Towards Predictive Methodologies 2
- Nicolas Brodu:
Environmental fitness for sustained population dynamics. 343-350 - Robert Lowe, Chrystopher L. Nehaniv, Daniel Polani, Lola Cañamero:
The degree of potential damage in agonistic contests and its effects on social aggression, territoriality and display evolution. 351-358 - Wan Ching Ho, Orlando Avila-García, Chrystopher L. Nehaniv:
Assessing the performance of different behavior selection architectures in a large and complex virtual environment. 359-365 - Shu-Heng Chen, Bin-Tzong Chie, Chia-Wei Lee:
Agent-based modeling of lottery markets with the expected-utility paradigm. 366-373
Convergence, Runtime Analysis and Associated Studies 2
- Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff:
A new approach to dynamics analysis of genetic algorithms without selection. 374-381 - Tatsuya Okabe, Yaochu Jin, Bernhard Sendhoff:
Theoretical comparisons of search dynamics of genetic algorithms and evolution strategies. 382-389 - Cameron Skinner, Patricia J. Riddle, Chris Triggs:
Mathematics prevents bloat [genetic programming]. 390-395 - Chuan-Kang Ting:
On the convergence of multi-parent genetic algorithms. 396-403
Encoding and Operators
- Andrzej Obuchowicz, Przemyslaw Pretki:
Isotropic symmetric α-stable mutations for evolutionary algorithms. 404-410 - Riccardo Poli, Christopher R. Stephens:
Theoretical analysis of generalised recombination. 411-418 - Per Kristian Lehre, Pauline C. Haddow:
Accessibility between neutral networks in indirect genotype-phenotype mappings. 419-426 - Alberto Moraglio, Riccardo Poli:
Geometric landscape of homologous crossover for syntactic trees. 427-434
Evolutionary Multiobjective Optimization 3
- Manuel López-Ibáñez, T. Devi Prasad, Ben Paechter:
Multi-objective optimisation of the pump scheduling problem using SPEA2. 435-442 - Saku Kukkonen, Jouni Lampinen:
GDE3: the third evolution step of generalized differential evolution. 443-450 - Hiroyuki Sato, Hernán E. Aguirre, Kiyoshi Tanaka:
On the locality of dominance and recombination in multiobjective evolutionary algorithms. 451-458 - Philipp Limbourg, Daniel E. Salazar Aponte:
An optimization algorithm for imprecise multi-objective problem functions. 459-466
Bioinformatics and Bioscience Applications 3
- Kay C. Wiese, Andrew Hendriks, Alain Deschênes, Belgacem Ben Youssef:
Significance of randomness in P-RnaPredict - a parallel evolutionary algorithm for RNA folding. 467-474 - Kay C. Wiese, Andrew Hendriks, Jagdeep Poonian:
Algorithms for RNA folding: a comparison of dynamic programming and parallel evolutionary algorithms. 475-483 - Miguel Rocha, Isabel Rocha, Eugénio C. Ferreira:
A new representation in evolutionary algorithms for the optimization of bioprocesses. 484-490 - Bill C. White, David M. Reif, Joshua C. Gilbert, Jason H. Moore:
A statistical comparison of grammatical evolution strategies in the domain of human genetics. 491-497
Real Parameter Optimization 1
- Pedro J. Ballester, John Stephenson, Jonathan N. Carter, Kerry Gallagher:
Real-parameter optimization performance study on the CEC-2005 benchmark with SPC-PNX. 498-505 - Jani Rönkkönen, Saku Kukkonen, Kenneth V. Price:
Real-parameter optimization with differential evolution. 506-513 - Ankur Sinha, Santosh Tiwari, Kalyanmoy Deb:
A population-based, steady-state procedure for real-parameter optimization. 514-521 - Jing J. Liang, Ponnuthurai N. Suganthan:
Dynamic multi-swarm particle swarm optimizer with local search. 522-528
Evolutionary Design 1
- John Rieffel, Jordan B. Pollack:
Crossing the fabrication gap: evolving assembly plans to build 3-D objects. 529-536 - Chris P. Bowers:
Formation of modules in a computational model of embryogeny. 537-542 - Diego Federici:
Evolving developing spiking neural networks. 543-550 - Sanjeev Kumar:
The art of nature: evolving mechanisms of development for self-organization and differentiation. 551-558
Artificial Life
- Larry Bull:
Coevolutionary species adaptation genetic algorithms: growth and mutation on coupled fitness landscapes. 559-564 - Thomas Miconi, Alastair Channon:
A virtual creatures model for studies in artificial evolution. 565-572 - Wan Ching Ho, Kerstin Dautenhahn, Chrystopher L. Nehaniv:
Autobiographic agents in dynamic virtual environments - performance comparison for different memory control architectures. 573-580 - Mike Dowman:
Investigating the effect of random noise on the evolution of colour terms. 581-587
Learning Classifier Systems
- Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg:
XCS with computed prediction for the learning of Boolean functions. 588-595 - Xavier Llorà, Kumara Sastry, David E. Goldberg:
The compact classifier system: scalability analysis and first results. 596-603 - Albert Orriols-Puig, Ester Bernadó-Mansilla:
Class imbalance problem in UCS classifier system: fitness adaptation. 604-611 - Larry Bull, Matthew Studley, Anthony J. Bagnall, Ian M. Whittley:
On the use of rule-sharing in learning classifier system ensembles. 612-617
Machine Learning / Data Mining
- Hai Huong Dam, Hussein A. Abbass, Chris Lokan:
The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments. 618-625 - Sergio A. Rojas, Delmiro Fernandez-Reyes:
Adapting multiple kernel parameters for support vector machines using genetic algorithms. 626-631 - Julia Handl, Joshua D. Knowles:
Multiobjective clustering around medoids. 632-639 - Jose Ignacio Serrano, Lourdes Araujo:
Evolutionary algorithm for noun phrase detection in natural language processing. 640-647
Poster Session 1
- Scott F. Smith:
Searching for protein classification features. 648-653 - Xiujuan Chen, Robert W. Harrison, Yan-Qing Zhang:
Genetic fuzzy fusion of SVM classifiers for biomedical data. 654-659 - Christian Spieth, Felix Streichert, Nora Speer, Andreas Zell:
Clustering-based approach to identify solutions for the inference of regulatory networks. 660-667 - Bhuvan Sharma, Ian C. Parmee, Mark Whittaker, Alistair Sedwell:
Drug discovery: exploring the utility of cluster oriented genetic algorithms in virtual library design. 668-675 - Bill C. White, David M. Reif, Joshua C. Gilbert, Jason H. Moore:
A statistical comparison of grammatical evolution strategies in the domain of human genetics. 676-682 - Singer X. J. Wang, Peter Lichodzijewski:
Boolean genetic programming for promoter recognition in eukaryotes. 683-690 - Shinn-Ying Ho, Chih-Hung Hsieh, Fu-Chieh Yu, Hui-Ling Huang:
Evolutionary divide-and-conquer approach to inferring S-system models of genetic networks. 691-698 - Sui-Man Tse, Yong Liang, Kwong-Sak Leung, Kin-Hong Lee, Tony Shu Kam Mok:
Multi-drug cancer chemotherapy scheduling by a new memetic optimization algorithm. 699-706 - Zuwairie Ibrahim, Yusei Tsuboi, Mohd Saufee Muhammad, Osamu Ono, Marzuki Khalid:
DNA implementation of k-shortest paths computation. 707-713 - Xiaohua Zhang, Hong-yun Meng, Licheng Jiao:
Intelligent particle swarm optimization in multiobjective optimization. 714-719 - Lijun Qiu, Yongjie Li, Dezhong Yao:
A feasibility study of EEG dipole source localization using particle swarm optimization. 720-726 - Tim Hendtlass:
WoSP: a multi-optima particle swarm algorithm. 727-734 - Namrata Khemka, Christian Jacob, Gerald Cole:
Making soccer kicks better: a study in particle swarm optimization and evolution strategies. 735-742 - Feng Xue, Arthur C. Sanderson, Robert J. Graves:
Multi-objective differential evolution - algorithm, convergence analysis, and applications. 743-750 - Benoît Bagot, Hartmut Pohlheim:
Complementary selection and variation for an efficient multiobjective optimization of complex systems. 751-757 - Andrei Petrovski, Alexander E. I. Brownlee, John A. W. McCall:
Statistical optimisation and tuning of GA factors. 758-764 - Angelo Marcello Anile, Vincenzo Cutello, Giuseppe Nicosia, Rosario Rascunà, Salvatore Spinella:
Comparison among evolutionary algorithms and classical optimization methods for circuit design problems. 765-772 - Thomas Bartz-Beielstein, Christian Lasarczyk, Mike Preuss:
Sequential parameter optimization. 773-780 - Martin Schmidt, Zbigniew Michalewicz, Matthew Michalewicz, Constantin Chiriac:
Prediction and optimization in a dynamic environment: a case study. 781-788 - Qing Ling, Gang Wu, Qiuping Wang:
Restricted evolution based multimodal function optimization in holographic grating design. 789-794 - Sadok Bouamama, Khaled Ghédira:
D3G2A: the dynamic distributed double guided genetic algorithm and its application for the RLFAP. 795-801 - Teresa Donateo, Domenico Laforgia, Giovanni Aloisio, Silvia Mocavero:
An evolutionary algorithm to design diesel engines. 802-809 - John R. McDonnell, Aaron J. Rice, Andy Spydell, Stewart Stremler:
Dynamic tactical air strike asset allocation using evolutionary computation. 810-815 - Jie Yao, Nawwaf Kharma, Peter Grogono:
BMPGA: a bi-objective multi-population genetic algorithm for multi-modal function optimization. 816-823 - Nicos H. Mateou, Moiseos Moiseos, Andreas S. Andreou:
Multi-objective evolutionary fuzzy cognitive maps for decision support. 824-830 - A. E. Eiben, Geoff Nitschke, Martijn C. Schut:
Evolving an agent collective for cooperative mine sweeping. 831-836 - Andreas Goebels, Alexander Weimer, Steffen Priesterjahn:
Using cellular automata with evolutionary learned rules to solve the online partitioning problem. 837-843 - Antonio Lafusa, Terry Bossomaier:
Hyperplane localisation of self-replicating and other complex cellular automata rules. 837-843 - Keitaro Naruse, Ryuichi Oka:
Search in linked document space by social topology agents. 850-855 - Terry Bossomaier, Denise Jarratt, Mohamed Mohideen Anver, James Thompson, John Cooper:
Optimisation of client trust by evolutionary learning of financial planning strategies in an agent based model. 856-863 - Milan A. Verma, Peter W. McOwan:
An adaptive methodology for synthesising mobile phone games using genetic algorithms. 864-871 - Petr Posik:
Real-parameter optimization using the mutation step co-evolution. 872-879 - Shigeyoshi Tsutsui, Martin Pelikan, Ashish Ghosh:
Performance of aggregation pheromone system on unimodal and multimodal problems. 880-887 - Daniel Molina, Francisco Herrera, Manuel Lozano:
Adaptive local search parameters for real-coded memetic algorithms. 888-895 - Carlos García-Martínez, Manuel Lozano:
Hybrid real-coded genetic algorithms with female and male differentiation. 896-903 - Saoirse Amarteifio, Michael O'Neill:
Coevolving antibodies with a rich representation of grammatical evolution. 904-911