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ORCIDCEC 2007: Singapore
- Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore. IEEE 2007, ISBN 978-1-4244-1339-3
Evolutionary Data Mining - Part I
- Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng:
A modified approach to speed up genetic-fuzzy data mining with divide-and-conquer strategy. 1-6 - Andrew W. McNabb, Christopher K. Monson, Kevin D. Seppi:
Parallel PSO using MapReduce. 7-14 - Maoguo Gong
, Lining Zhang, Licheng Jiao, Shuiping Gou:
Solving multiobjective clustering using an immune-inspired algorithm. 15-22 - Cyril De Fillon, Alberto Bartoli:
Symbolic regression of discontinuous and multivariate functions by Hyper-Volume Error Separation (HVES). 23-30 - Neven Boric, Pablo A. Estévez:
Genetic programming-based clustering using an information theoretic fitness measure. 31-38 - James F. Smith III:
Evolutionary data mining of digital logic and the effects of uncertainty. 39-46
Representation & Operators
- Philipp Rohlfshagen, John A. Bullinaria:
Implicit alternative splicing for genetic algorithms. 47-54 - Xiao-Bing Hu, Ezequiel A. Di Paolo:
An efficient Genetic Algorithm with uniform crossover for the multi-objective Airport Gate Assignment Problem. 55-62 - Ekaterina Smorodkina, Daniel R. Tauritz:
Toward automating EA configuration: the parent selection stage. 63-70 - W. A. de Landgraaf, A. E. Eiben, Volker Nannen:
Parameter calibration using meta-algorithms. 71-78 - Renato Tinós, Shengxiang Yang:
Self-adaptation of mutation distribution in evolutionary algorithms. 79-86 - Daniel A. Ashlock, Justin Schonfeld:
A fractal representation for real optimization. 87-94
Evolutionary Algorithms Based on Probabilistic Models - Part I
- David Wallin, Conor Ryan:
On the diversity of diversity. 95-102 - Volker Nannen, A. E. Eiben:
Efficient relevance estimation and value calibration of evolutionary algorithm parameters. 103-110 - Nan Ding, Ji Xu, Shude Zhou, Zengqi Sun:
Reducing computational complexity of estimating multivariate histogram-based probabilistic model. 111-118 - Hisashi Handa:
Estimation of distribution algorithms with niche separation mechanism. 119-126 - Marcus Gallagher, Ian A. Wood, Jonathan M. Keith, George Y. Sofronov:
Bayesian inference in estimation of distribution algorithms. 127-133 - Takayuki Higo, Keiki Takadama:
Hierarchical importance sampling instead of annealing. 134-141
Ant Colony Optimization
- Martyn Amos, Oliver Don:
An ant-based algorithm for annular sorting. 142-148 - Haibin Duan, Guanjun Ma, Senqi Liu:
Experimental study of the adjustable parameters in basic ant colony optimization algorithm. 149-156 - Peter Korosec, Jurij Silc, Klemen Oblak, Franc Kosel:
The differential ant-stigmergy algorithm: an experimental evaluation and a real-world application. 157-164 - Guillermo Leguizamón, Carlos A. Coello Coello:
A boundary search based ACO algorithm coupled with stochastic ranking. 165-172 - Shigeyoshi Tsutsui, Lichi Liu:
Solving quadratic assignment problems with the cunning ant system. 173-179 - Saira Zahid, Muhammad Shahzad, Syed Usman Ali, Muddassar Farooq:
A comprehensive formal framework for analyzing the behavior of nature-inspired routing protocols. 180-187
Evolutionary Computation in Finance and Economics - Part I
- Dipti Srinivasan, Vishal Sharma:
Evolutionary computation and economic time series forecasting. 188-195 - Claus de Castro Aranha, Hitoshi Iba:
Modelling cost into a genetic algorithm-based portfolio optimization system by seeding and objective sharing. 196-203 - Swee Chiang Chiam, Abdullah Al Mamun, Y. L. Low:
A realistic approach to evolutionary multiobjective portfolio optimization. 204-211 - Rubén Ruiz-Torrubiano, Alberto Suárez:
Use of heuristic rules in evolutionary methods for the selection of optimal investment portfolios. 212-219 - Yan Chen, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu:
Genetic network programming with sarsa learning and its application to creating stock trading rules. 220-227 - Asunción Mochón, Yago Sáez, David Quintana, Pedro Isasi Viñuela:
Bidding with memory in the presence of synergies: a genetic algorithm implementation. 228-235
Evolutionary Computation in Dynamic and Uncertain Environments - Part I
- Renato Tinós, Shengxiang Yang:
Continuous dynamic problem generators for evolutionary algorithms. 236-243 - Dingding Chen, Allan Zhong, John Gano, Syed Hamid, Orlando De Jesus, Stan Stephenson:
Construction of surrogate model ensembles with sparse data. 244-251 - Irene Moser, Tim Hendtlass:
A simple and efficient multi-component algorithm for solving dynamic function optimisation problems. 252-259 - A. J. Graaff, Andries P. Engelbrecht:
A local network neighbourhood artificial immune system for data clustering. 260-267 - Peter A. N. Bosman, Han La Poutré:
Inventory management and the impact of anticipation in evolutionary stochastic online dynamic optimization. 268-275 - Anabela Simões, Ernesto Costa:
Improving memory's usage in evolutionary algorithms for changing environments. 276-283
Bioinformatics & Bioengineering - Part I
- Enrique Alba, José García-Nieto, Laetitia Jourdan, El-Ghazali Talbi:
Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms. 284-290 - Benjamin Parent, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Dragos Horvath:
Grid-based evolutionary strategies applied to the conformational sampling problem. 291-296 - Ashish Anand, Ponnuthurai N. Suganthan, Kalyanmoy Deb:
A novel fuzzy and multiobjective evolutionary algorithm based gene assignment for clustering short time series expression data. 297-304 - Satoko Kikuchi, Goutam Chakraborty:
Efficient assembling of genome fragments using genetic algorithm enhanced by heuristic search. 305-312 - Sun Kim, Soo-Jin Kim, Byoung-Tak Zhang:
Evolving hypernetwork classifiers for microRNA expression profile analysis. 313-319 - Bing Wang, Lu-Sheng Ge, Wen-You Jia, Li Liu, Fu-Chun Chen:
Prediction of protein interactions by combining genetic algorithm with SVM method. 320-325
Linkage in Evolutionary Computation
- Leonardo R. Emmendorfer, Aurora Trinidad Ramirez Pozo:
An empirical evaluation of linkage learning strategies for multimodal optimization. 326-333 - Corie L. Cobb, Ying Zhang, Alice M. Agogino, Jennifer Mangold:
Case-based reasoning and object-oriented data structures exploit biological analogs to generate virtual evolutionary linkages. 334-341 - Luca Fossati, Pier Luca Lanzi, Kumara Sastry, David E. Goldberg, Osvaldo Gómez:
A Simple Real-Coded Extended Compact Genetic Algorithm. 342-348 - Miwako Tsuji, Masaharu Munetomo, Kiyoshi Akama:
A network design problem by a GA with linkage identification and recombination for overlapping building blocks. 349-356 - Chung-Yao Chuang, Ying-Ping Chen:
Likage identification by perturbation and decision tree induction. 357-363 - David Jonathan Coffin, Robert Elliott Smith:
The limitations of distribution sampling for linkage learning. 364-369
Analysis of Genetic Representations and Operators
- Martin H. Luerssen, David M. W. Powers:
Evolvability and Redundancy in Shared Grammar Evolution. 370-377 - Francisco Flórez-Revuelta, José Manuel Casado-Díaz, Lucas Martínez-Bernabeu:
Specific crossover and mutation operators for a grouping problem based on interaction data in a regional science context. 378-385 - Martin H. Luerssen, David M. W. Powers:
Graph design by graph grammar evolution. 386-393 - Elizabeth Montero, María Cristina Riff Rojas:
Calibrating strategiesfor evolutionary algorithms. 394-399 - Leon Poladian:
Excluding the best and worst individuals from parent selection. 400-406 - David Joslin, Justin Collins:
Greedy transformation of evolutionary algorithm search spaces for scheduling problems. 407-414
Evolutionary Algorithms Based on Probabilistic Models - Part II
- Weishan Dong, Xin Yao:
Covariance matrix repairing in Gaussian based EDAs. 415-422 - Michael Defoin-Platel, Stefan Schliebs, Nikola K. Kasabov:
A versatile quantum-inspired evolutionary algorithm. 423-430 - Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sendhoff:
Adaptivemodelling strategy for continuous multi-objective optimization. 431-437 - Ramón Sagarna, Andrea Arcuri, Xin Yao:
Estimation of distribution algorithms for testing object oriented software. 438-444 - Yi Hong, Sam Kwong, Qingsheng Ren, Yi Xiong Wang:
A comprehensive comparison between real population based tournament selection and virtual population based tournament selection. 445-452 - Tianshi Chen, Ke Tang, Guoliang Chen, Xin Yao:
On the analysis of average time complexity of estimation of distribution algorithms. 453-460
Ant Colony Optimization
- Michael Geis, Martin Middendorf:
An ant colony optimizer for melody creation with baroque harmony. 461-468 - Amine M. Boumaza, Bruno Scherrer:
Convergence and rate of convergence of a foraging ant model. 469-476 - Emanuel Tellez-Emiquez, Efrén Mezura-Montes, Carlos A. Coello Coello:
An ant system with steps counter for the job shop scheduling problem. 477-484 - Minh N. Doan:
An effective ant-based algorithm for the degree-constrained minimum spanning tree problem. 485-491 - Alejandro Catalá, Javier Jaén Martínez, José A. Mocholí:
Strategies for accelerating ant colony optimization algorithms on graphical processing units. 492-500 - Benjamin Doerr, Daniel Johannsen:
Refined runtime analysis of a basic ant colony optimization algorithm. 501-507
Evolutionary Computation in Finance and Economics - Part II
- Shingo Mabu, Yan Chen, Kotaro Hirasawa, Jinglu Hu:
Stock trading rules using genetic network programming with actor-critic. 508-515 - Prisadarng Skolpadungket, Keshav P. Dahal, Napat Harnpornchai:
Portfolio optimization using multi-obj ective genetic algorithms. 516-523 - Eric Guerci, Stefano Ivaldi, Marco Raberto, Silvano Cincotti:
Learning agents in a monopolistic competition framework. 524-531 - Ma. Guadalupe Castillo Tapia, Carlos A. Coello Coello:
Applications of multi-objective evolutionary algorithms in economics and finance: A survey. 532-539 - Nicos G. Pavlidis, E. G. Pavlidis, Michael G. Epitropakis, Vassilis P. Plagianakos, Michael N. Vrahatis:
Computational intelligence algorithms for risk-adjusted trading strategies. 540-547 - Sum Sakprasat, Mark C. Sinclair:
Classification rule mining for automatic credit approval using genetic programming. 548-555
Evolutionary Computation in Dynamic and Uncertain Environments - Part II
- P. G. Balaji, Dipti Srinivasan, Chen-Khong Tham:
Uncertainties reducing Techniques in evolutionary computation. 556-563 - Rodica Ioana Lung, Dumitru Dumitrescu:
A collaborative model for tracking optima in dynamic environments. 564-567 - Chi Keong Goh, Kay Chen Tan, Chun Yew Cheong, Yew-Soon Ong:
Noise-induced features in robust multi-objective optimization problems. 568-575 - Xiaodong Li, Jürgen Branke, Michael Kirley:
On performance metrics and particle swarm methods for dynamic multiobjective optimization problems. 576-583 - Ferrante Neri, Giuseppe Leonardo Cascella, Nadia Salvatore, Silvio Stasi:
An adaptive prudent-daring evolutionary algorithm for noise handling in on-line PMSM drive design. 584-591 - Stefan Bird, Xiaodong Li:
Using regression to improve local convergence. 592-599
Bioinformatics & Bioengineering - Part II
- Maciej A. Mazurowski, Piotr A. Habas, Georgia D. Tourassi, Jacek M. Zurada:
Case-base reduction for a computer assisted breast cancer detection system using genetic algorithms. 600-605 - KunHong Liu, De-Shuang Huang, Bo Li:
Improving the performance of ICA based microarray data prediction models with genetic algorithm. 606-611 - Telma Woerle de Lima, Paulo Henrique Ribeiro Gabriel, Alexandre C. B. Delbem, Rodrigo Antonio Faccioli, Ivan Nunes da Silva:
Evolutionary algorithm to ab initio protein structure prediction with hydrophobic interactions. 612-619 - Andreas Dräger, Jochen Supper, Hannes Planatscher, Jørgen B. Magnus, Marco Oldiges, Andreas Zell:
Comparing various evolutionary algorithms on the parameter optimization of the valine and leucine biosynthesis in corynebacterium glutamicum. 620-627 - Andreas Herzog, Karsten Kube, Bernd Michaelis, Ana D. de Lima, Thomas B. Voigt:
Multi-population approach to approximate the development of neocortical networks. 628-633 - KunHong Liu, De-Shuang Huang, Jun Zhang:
Microarray data prediction by evolutionary classifier ensemble system. 634-637
Constraint-Handling Techniques Used in Evolutionary Algorithms
- Paul Michael Godley, David E. Cairns, Julie Cowie:
Directed intervention crossover applied to bio-control scheduling. 638-645 - Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge:
A hybrid genetic algorithm for constrained optimization problems in mechanical engineering. 646-653 - Arturo Hernández Aguirre, Enrique Raúl Villa Diharce, Carlos A. Coello Coello:
Constraint handling techniques for a non-parametric real-valued estimation distribution algorithm. 654-661 - Efrén Mezura-Montes, Blanca Cecilia López-Ramírez:
Comparing bio-inspired algorithms in constrained optimization problems. 662-669 - Leticia C. Cagnina, Susana C. Esquivel, Carlos A. Coello Coello:
A bi-population PSO with a shake-mechanism for solving constrained numerical optimization. 670-676 - Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming:
Local search with quadratic approximation in Genetic Algorithms for expensive optimization problems. 677-683
Evolutionary Data Mining - Part II
- Augusto de Almeida Prado G. Toracio, Aurora Trinidad Ramirez Pozo:
Multiple objective particle swarm for classification-rule discovery. 684-691 - Rui Huang, Mingyi He:
Feature selection using Double Parallel Feedforward Neural Networks and Particle Swarm Optimization. 692-696 - Sriparna Saha, Sanghamitra Bandyopadhyay:
On some symmetry based validity indices. 697-704 - Guangfei Yang, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu:
Mining equalized association rules from multi concept layers of ontology using Genetic Network Programming. 705-712 - Maxim Shevertalov, Edward Stehle, Spiros Mancoridis:
A genetic algorithm for solving the binning problem in networked applications detection. 713-720 - Bijan Bihari Misra, Bijaya N. Biswal, Pradipta K. Dash, Ganapati Panda:
Simplified Polynomial Neural Network for classification task in data mining. 721-728
Evolutionary Techniques for Decentralized and P2P Systems
- Saikat Mukherjee, Srinath Srinivasa, Sanket Patil:
Emergent (Re)optimization for stream queries in grids. 729-735 - T. S. Ellis, Xin Yao:
Evolving cooperation in the non-iterated prisoner's dilemma: A social network inspired approach. 736-743 - Martin Kelly, Giovanna Di Marzo Serugendo:
Decentralised car traffic control using message propagation optimized with a genetic algorithm. 744-750 - Muhammad Saleem, Muddassar Farooq:
A framework for empirical evaluation of nature inspired routing protocols for wireless sensor networks. 751-758 - Yusuke Iwase, Reiji Suzuki, Takaya Arita:
Evolutionary search for cellular automata that exhibit self-organizing properties induced by external perturbations. 759-765 - Toshiharu Sugawara, Toshio Hirotsu, Satoshi Kurihara, Kensuke Fukuda:
Performance variation due to interference among a large number of self-interested agents. 766-773
Evolutionary Computation in Finance and Economics - Part III
- Dipti Srinivasan, Chen-Khong Tham, Chengyu Wu:
Co-Evolutionary algorithms for evolving buyers' bidding strategies in an electrival power market. 774-781 - Jonathan Duke, Christopher D. Clack:
Evolutionary simulation of hedging pressure in futures markets. 782-789 - Alma Lilia García-Almanza, Edward P. K. Tsang:
Repository method to suit different investment strategies. 790-797 - Adam Ghandar, Zbigniew Michalewicz, Martin Schmidt, Thuy-Duong Tô, Ralf Zurbruegg:
A Computational Intelligence Portfolio Construction System for Equity Market Trading. 798-805 - Por-Shen Lai, Hsin-Chia Fu:
A polygon description based similarity measurement of stock market behavior. 806-812 - Suneer Patel, Christopher D. Clack:
ALPS evaluation in financial portfolio optimisation. 813-819
Coevolution & Collective Behavior
- Ofer M. Shir, Michael Emmerich, Thomas Bäck:
Self-Adaptive Niching CMA-ES with Mahalanobis Metric. 820-827 - Chun-Kit Au, Ho-fung Leung:
Biasing mutations in cooperative coevolution. 828-835 - Hiroki Sagara, Jun Tanimoto:
A study on social diffusive impacts of a novel car-navigation-system sharing individual information in Urban traffic systems. 836-842 - Tao Gong, James W. Minett, William S.-Y. Wang:
A simulative study of the roles of cultural transmission in language evolution. 843-850 - Sebastian von Mammen, Christian Jacob:
Genetic swarm grammar programming: Ecological breeding like a gardener. 851-858 - Özer Ciftcioglu, I. Sevil Sariyildiz, Michael S. Bittermann:
Building performance analysis supported by GA. 859-866
Computational Systems Biology
- Till Steiner, Lisa Schramm, Yaochu Jin, Bernhard Sendhoff:
Emergence of feedback in artificial gene regulatory networks. 867-874 - Dominique F. Chu:
Evolving genetic regulatory networks for systems biology. 875-882 - Luca Bianco, Vincenzo Manca, Luca Marchetti, Michele Petterlini:
Psim: a simulator for biomolecular dynamics based on P systems. 883-887 - Rié Komuro, Joel H. Reynolds, E. David Ford:
Using the pareto frontier to detect deficiencies in a biological simulation model. 888-895 - Andreas Dräger, Marcel Kronfeld, Jochen Supper, Hannes Planatscher, Jørgen B. Magnus, Marco Oldiges, Andreas Zell:
Benchmarking evolutionary algorithms on convenience kinetics modelsof the valine and leucine biosynthesis in C. glutamicum. 896-903 - Cheng-Long Chuang, Chung-Ming Chen, Grace S. Shieh, Joe-Air Jiang:
A neuro-fuzzy inference system to infer gene-gene interactions based on recognition of microarray gene expression patterns. 904-910
Constraint & Uncertainty Handling
- David A. Daum, Kalyanmoy Deb, Jürgen Branke:
Reliability-based optimization for multiple constraints with evolutionary algorithms. 911-918 - Dhish Kumar Saxena, Kalyanmoy Deb:
Trading on infeasibility by exploiting constraint's criticality through multi-objectivization: A system design perspective. 919-926