Linkage in Evolutionary Computation - Chen, Ying-ping.; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008)
Models and Theories -- Parallel Bivariate Marginal Distribution Algorithm with Probability Model Migration -- Linkages Detection in Histogram-Based Estimation of Distribution Algorithm -- Linkage in Island Models -- Real-Coded ECGA for Solving Decomposable Real-Valued Optimization Problems -- Linkage Learning Accuracy in the Bayesian Optimization Algorithm -- The Impact of Exact Probabilistic Learning Algorithms in EDAs Based on Bayesian Networks -- Linkage Learning in Estimation of Distribution Algorithms -- Operators and Frameworks -- Parallel GEAs with Linkage Analysis over Grid -- Identification and Exploitation of Linkage by Means of Alternative Splicing -- A Clustering-Based Approach for Linkage Learning Applied to Multimodal Optimization -- Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary Algorithms -- Symbiotic Evolution to Avoid Linkage Problem -- EpiSwarm, a Swarm-Based System for Investigating Genetic Epistasis -- Real-Coded Extended Compact Genetic Algorithm Based on Mixtures of Models -- Applications -- Genetic Algorithms for the Airport Gate Assignment: Linkage, Representation and Uniform Crossover -- A Decomposed Approach for the Minimum Interference Frequency Assignment -- Set Representation and Multi-parent Learning within an Evolutionary Algorithm for Optimal Design of Trusses -- A Network Design Problem by a GA with Linkage Identification and Recombination for Overlapping Building Blocks -- Knowledge-Based Evolutionary Linkage in MEMS Design Synthesis.
Keywords: Computer-aided engineering; Applied mathematics; Engineering mathematics; Artificial intelligence; Computer-Aided Engineering (CAD, CAE) and Design; Mathematical and Computational Engineering; Artificial Intelligence