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David Edward Goldberg
A gentle introduction to genetic algorithms. Genetic algorithms revisited: mathematical foundations. Computer implementation of a genetic algorithm. Some applications of genetic algorithms. Advanced operators and techniques in genetic search. Introduction to genetics-based machine learning. Applications of genetics-based machine learning. A look back, a glance ahead. A review of combinatorics and elementary probability. Pascal with random number generation for fortran, basic, and cobol programmers. A simple genetic algorithm (SGA) in pascal. A simple classifier system(SCS) in pascal. Partition coefficient transforms for problem-coding analysis.
Zbigniew Michalewicz, David B. Fogel
Providing a systematic and integrated introduction to numerical and analytic problem solving using modern heuristics, this lively and engaging book covers classic methods of optimization as well as recent innovations. A series of problems and puzzles are included to challenge the reader.