libcats.org
Главная

Parameter Setting in Evolutionary Algorithms

Обложка книги Parameter Setting in Evolutionary Algorithms

Parameter Setting in Evolutionary Algorithms

, ,
One of the main difficulties of applying an evolutionary algorithm (or, as a matter of fact, any heuristic method) to a given problem is to decide on an appropriate set of parameter values. Typically these are specified before the algorithm is run and include population size, selection rate, operator probabilities, not to mention the representation and the operators themselves. This book gives the reader a solid perspective on the different approaches that have been proposed to automate control of these parameters as well as understanding their interactions. The book covers a broad area of evolutionary computation, including genetic algorithms, evolution strategies, genetic programming, estimation of distribution algorithms, and also discusses the issues of specific parameters used in parallel implementations, multi-objective evolutionary algorithms, and practical consideration for real-world applications. It is a recommended read for researchers and practitioners of evolutionary computation and heuristic methods.
Популярные книги за неделю:

50 рецептов для аэрогриля

Автор:
Категория: house, house, cook
Размер книги: 771 Kb

Ключ к сверхсознанию

Автор:
Категория: Путь к себе
Размер книги: 309 Kb

Genki 1: An Integrated Course in Elementary Japanese 1

Автор: , Автор: , Автор: , Автор: , Автор:
Размер книги: 172.22 Mb
Только что пользователи скачали эти книги:

String Topology and Cyclic Homology

Автор: , Автор: , Автор:
Размер книги: 1.26 Mb

Аномалии Самарской Луки 2

Автор:
Размер книги: 10 Kb

Cohomologie Locale Des Faisceaux Coherents (Sga 2)

Автор:
Размер книги: 3.11 Mb

The Comedy of Errors (Bloom's Shakespeare Through the Ages)

Автор: , Автор:
Размер книги: 2.33 Mb

Anti-terrorist Measures And Human Rights

Автор: , Автор: , Автор:
Размер книги: 17.73 Mb