Linkage in evolutionary computation
In recent years, the issue of linkage in GEAs has garnered greater attention and recognition from researchers. Conventional approaches that rely much on ad hoc tweaking of parameters to control the search by balancing the level of exploitation and exploration are grossly inadequate. As shown in the...
Enregistré dans:
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| Andre forfattere: | , , |
| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Udgivelse: | 1st ed. 2008. |
| Serier: | Studies in Computational Intelligence
157 |
| Online adgang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
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Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Linkage in Evolutionary Computation, Texte imprimé, 9783540873129 • Linkage in Evolutionary Computation, Texte imprimé, 9783642098765 • Linkage in Evolutionary Computation, Texte imprimé, 9783540850670 • Linkage in Evolutionary Computation, Texte imprimé, 9783540873129 • Linkage in Evolutionary Computation, Texte imprimé, 9783642098765 • Linkage in Evolutionary Computation, Texte imprimé, 9783540850670 |
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| 020 | |a 9783540850687 | ||
| 041 | 0 | |a eng | |
| 082 | |a 620.00420285 | ||
| 100 | 1 | |a Chen, Ying-ping. | |
| 245 | 1 | 0 | |a Linkage in evolutionary computation |c edited by Janusz Kacprzyk, Ying-ping Chen, Meng-Hiot Lim. |
| 250 | |a 1st ed. 2008. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 157 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a 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. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a In recent years, the issue of linkage in GEAs has garnered greater attention and recognition from researchers. Conventional approaches that rely much on ad hoc tweaking of parameters to control the search by balancing the level of exploitation and exploration are grossly inadequate. As shown in the work reported here, such parameters tweaking based approaches have their limits; they can be easily fooled by cases of triviality or peculiarity of the class of problems that the algorithms are designed to handle. Furthermore, these approaches are usually blind to the interactions between the decision variables, thereby disrupting the partial solutions that are being built up along the way. The whole volume consisting of 19 chapters is divided into 3 parts: Models and Theories; Operators and Frameworks; Applications. This edited volume will serve as a useful guide and reference for researchers who are currently working in the area of linkage. For postgraduate research students, this volume will serve as a good source of reference. It is also suitable as a text for a graduate level course focusing on linkage issues. For practitioners who are looking at putting into practice the concept of linkage, the few chapters on applications will serve as a useful guide. | ||
| 700 | 1 | |a Kacprzyk, Janusz, |d 1947- |4 pbd | |
| 700 | 1 | |a Chen, Ying-ping, |d 19..- |4 pbd | |
| 700 | 1 | |a Lim, Meng-Hiot. |4 pbd | |
| 776 | 0 | |t Linkage in Evolutionary Computation |b Texte imprimé |z 9783540873129 | |
| 776 | 0 | |t Linkage in Evolutionary Computation |b Texte imprimé |z 9783642098765 | |
| 776 | 0 | |t Linkage in Evolutionary Computation |b Texte imprimé |z 9783540850670 | |
| 776 | 0 | |t Linkage in Evolutionary Computation |b Texte imprimé |z 9783540873129 | |
| 776 | 0 | |t Linkage in Evolutionary Computation |b Texte imprimé |z 9783642098765 | |
| 776 | 0 | |t Linkage in Evolutionary Computation |b Texte imprimé |z 9783540850670 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-540-85068-7 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-2X9345T2-S |z Accès sur la plateforme Istex | |
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