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Global Optimization Algorithms: Theory and Application

Global Optimization Algorithms: Theory and Application
Author: Thomas Weise
Url: http://www.it-weise.de/projects/book.pdf
Format: Pdf
Year: 2007
Category: Optimization
Pages: 731
Clicks: 3326

This e-book is devoted to global optimization algorithms, which are methods to find optimal solutions for given problems. It especially focuses on evolutionary computation by discussing evolutionary algorithms, genetic algorithms, genetic programming, learning classifier systems, evolution strategy, differential evolution, particle swarm optimization, and ant colony optimization. It also elaborates on meta-heuristics like simulated annealing, hill climbing, tabu search, and random optimization.

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