Linkage in Evolutionary Computation
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| Other Authors: | |
| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
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| Edition: | 1st ed. 2008. |
| Series: | Studies in Computational Intelligence,
157 |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-3-540-85068-7 |
Table of Contents:
- 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.