Practical Handbook of Genetic Algorithms

TRAMA

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: ounique code segments odocumentation odescription of the operations performed orationale for the chosen approach oproblems 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.

SOMMARIO

A Lamarckian Evolution Strategy for Genetic AlgorithmsThe Generalization and Solving of Timetable Scheduling ProblemsImplementing Fast and Flexible Parallel Genetic AlgorithmsPattern EvolverMatrix-Based GA Representations in a Model of Evolving Animal CommunicationAlgorithms to Improve the Convergence of a Genetic Algorithm with a Finite State Machine GenomeA Synthesizable VHDL Coding of a Genetic AlgorithmGenetic Algorithm Model FittingA Hybrid Genetic Algorithm, Simulated Annealing and Tabu Search Heuristics for Vehicle Routing Problems with Time WindowsDoing Gas with GAGSMemory Efficiency and Speed Enhancement Code for GasAdaptive Portfolio Trading StrategiesPopulation Size, Building Blocks, Fitness Landscape and Genetic Algorithm Search Efficiency in Combinatorial Optimization: An Empirical StudyExperimental Results on the Effects of Multi-Parent Recombination: An OverviewAppendix

AUTORE

Chambers\, Lance D.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9780849325397
• Dimensioni: 9.25 x 6.25 in Ø 2.04 lb
• Formato: Copertina rigida
• Illustration Notes: 59 tables and 42 equations
• Pagine Arabe: 592