Chambers Practical Handbook of Genetic Algorithms

Complex Coding Systems, Volume III
1. Auflage 2010
ISBN: 978-1-4200-5008-0
Verlag: Taylor & Francis
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 592 Seiten

Practical Handbook of Genetic Algorithms, Volume 3: Complex Coding Systems contains computer-code examples for the development of genetic algorithm systems - compiling them from an array of practitioners in the field.
Each contribution of this singular resource includes:

- unique code segments

- documentation

- description of the operations performed

- rationale for the chosen approach

- problems the code overcomes or addresses
Practical Handbook of Genetic Algorithms, Volume 3: Complex Coding Systems complements the first two volumes in the series by offering examples of computer code. The first two volumes dealt with new research and an overview of the types of applications that could be taken with GAs. This volume differs from its predecessors by specifically concentrating on specific functions in genetic algorithms, serving as the only compilation of useful and usable computer code in the field.

Zielgruppe

<li>Applied Mathematicians
</li><li>Computer Scientists
</li><li>Electrical Engineers</li>

Autoren/Hrsg.

Chambers, Lance D.

Fachgebiete

• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik EDV | Informatik Informatik Mathematik für Informatiker
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Computeranwendungen in der Mathematik

Inhaltsverzeichnis

A Lamarckian Evolution Strategy for Genetic Algorithms
The Generalization and Solving of Timetable Scheduling Problems
Implementing Fast and Flexible Parallel Genetic Algorithms
Pattern Evolver
Matrix-Based GA Representations in a Model of Evolving Animal Communication
Algorithms to Improve the Convergence of a Genetic Algorithm with a Finite State Machine Genome
A Synthesizable VHDL Coding of a Genetic Algorithm
Genetic Algorithm Model Fitting
A Hybrid Genetic Algorithm, Simulated Annealing and Tabu Search Heuristics for Vehicle Routing Problems with Time Windows
Doing Gas with GAGS
Memory Efficiency and Speed Enhancement Code for Gas
Adaptive Portfolio Trading Strategies
Population Size, Building Blocks, Fitness Landscape and Genetic Algorithm Search Efficiency in Combinatorial Optimization: An Empirical Study
Experimental Results on the Effects of Multi-Parent Recombination: An Overview
Appendix