Adaptation, Learning, and Optimization Ser.: Exploitation of Linkage Learning in Evolutionary Algorithms by Ying-ping Chen (2012, Trade Paperback)

Springer Berlin / Heidelberg

3642263275

9783642263279

143972445

Ying-Ping Chen

Exploitation of Linkage Learning in Evolutionary Algorithms

Trade Paperback

English

Adaptation, Learning, and Optimization Ser.

2012

Textbook

X, 246 Pages

9.3in

6.1in

14 Oz

3

1 Vol.

Ta329-348

Linkage and Problem Structures.- Linkage Structure and Genetic Evolutionary Algorithms.- Fragment as a Small Evidence of the Building Blocks Existence.- Structure Learning and Optimisation in a Markov Network Based Estimation of Distribution Algorithm.- DEUM - A Fully Multivariate EDA Based on Markov Networks.- Model Building and Exploiting.- Pairwise Interactions Induced Probabilistic Model Building.- ClusterMI: Building Probabilistic Models Using Hierarchical Clustering and Mutual Information.- Estimation of Distribution Algorithm Based on Copula Theory.- Analyzing the k Most Probable Solutions in EDAs Based on Bayesian Networks.- Applications.- Protein Structure Prediction Based on HP Model Using an Improved Hybrid EDA.- Sensible Initialization of a Computational Evolution System Using Expert Knowledge for Epistasis Analysis in Human Genetics.- Estimating Optimal Stopping Rules in the Multiple Best Choice Problem with Minimal Summarized Rank via the Cross-Entropy Method.

2010

Programming / General, Programming / Algorithms, Engineering (General), Neural Networks, Intelligence (Ai) & Semantics, Applied

519.62

Scholarly & Professional

22

Yes

Computers, Technology & Engineering, Mathematics