Practical Handbook of Genetic Algorithms

Complex Coding Systems, Volume III

Buch | Softcover

592 Seiten

1998
CRC Press (Verlag)
978-0-367-45572-9 (ISBN)

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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.

Chambers/, Lance D.

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.

NTI/Sales Copy

Erscheinungsdatum	25.11.2020
Zusatzinfo	59 Tables, black and white
Verlagsort	London
Sprache	englisch
Maße	156 x 234 mm
Gewicht	453 g
Themenwelt	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Algebra
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Arithmetik / Zahlentheorie
	Technik ► Umwelttechnik / Biotechnologie
ISBN-10	0-367-45572-2 / 0367455722
ISBN-13	978-0-367-45572-9 / 9780367455729
Zustand	Neuware