Evolutionary optimization algorithms
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Evolutionary algorithms are due to optimization processes that we observe in nature, such as natural selection, migration of species, flocks of birds, human culture and ant families.
This book discusses history, theoretical foundations, mathematical apparatus and programming of evolutionary optimization algorithms. The considered algorithms include genetic algorithms, genetic programming, optimization based on ant heaps, optimization based on swarm particles, differential evolution, biogeographic optimization, and many others
This book discusses history, theoretical foundations, mathematical apparatus and programming of evolutionary optimization algorithms. The considered algorithms include genetic algorithms, genetic programming, optimization based on ant heaps, optimization based on swarm particles, differential evolution, biogeographic optimization, and many others
Author:
Author:Simon Deng
Cover:
Cover:Hard
Category:
- Category:Computer & Technology
ISBN:
ISBN:978-5-97060-812-8
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