Scalable optimization via probabilistic modeling
This book focuses like a laser beam on one of the hottest topics in evolutionary computation over the last decade or so: estimation of distribution algorithms (EDAs). EDAs are an important current technique that is leading to breakthroughs in genetic and evolutionary computation and in optimization...
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Livre numérique |
| Sprache: | Anglais |
| Veröffentlicht: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Ausgabe: | 1st ed. 2006. |
| Schriftenreihe: | Studies in Computational Intelligence
33 |
| Online Zugang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Anmerkung: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Scalable Optimization via Probabilistic Modeling, Texte imprimé, 9783540349532 • Scalable Optimization via Probabilistic Modeling, Texte imprimé, 9783540825319 • Scalable Optimization via Probabilistic Modeling, Texte imprimé, 9783642071164 • Scalable Optimization via Probabilistic Modeling, Texte imprimé, 9783540349532 |
Inhaltsangabe:
- The Factorized Distribution Algorithm and the Minimum Relative Entropy Principle Linkage Learning via Probabilistic Modeling in the Extended Compact Genetic Algorithm (ECGA) Hierarchical Bayesian Optimization Algorithm Numerical Optimization with Real-Valued Estimation-of-Distribution Algorithms A Survey of Probabilistic Model Building Genetic Programming Efficiency Enhancement of Estimation of Distribution Algorithms Design of Parallel Estimation of Distribution Algorithms Incorporating a priori Knowledge in Probabilistic-Model Based Optimization Multiobjective Estimation of Distribution Algorithms Effective and Reliable Online Classification Combining XCS with EDA Mechanisms Military Antenna Design Using a Simple Genetic Algorithm and hBOA Feature Subset Selection with Hybrids of Filters and Evolutionary Algorithms BOA for Nurse Scheduling Searching for Ground States of Ising Spin Glasses with Hierarchical BOA and Cluster Exact Approximation