|
libcats.org
Главная →
Towards a New Evolutionary Computation: Advances in the Estimation of Distribution AlgorithmsTowards a New Evolutionary Computation: Advances in the Estimation of Distribution AlgorithmsJose A. Lozano, Pedro Larrañaga, Iñaki Inza, Endika BengoetxeaEstimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability distributions in optimization. Contrarily to other EC techniques such as the broadly known Genetic Algorithms (GAs) in EDAs, the crossover and mutation operators are substituted by the sampling of a distribution previously learnt from the selected individuals. EDAs have experienced a high development that has transformed them into an established discipline within the EC field.This book attracts the interest of new researchers in the EC field as well as in other optimization disciplines, and that it becomes a reference for all of us working on this topic. The twelve chapters of this book can be divided into those that endeavor to set a sound theoretical basis for EDAs, those that broaden the methodology of EDAs and finally those that have an applied objective.
Ссылка удалена правообладателем ---- The book removed at the request of the copyright holder.
Популярные книги за неделю:
#3
Самодельные детали для сельского радиоприемникаАвторы: З.Б.Гинзбург, Ф.И.Тарасов.Категория: радиоэлектроника
1.40 Mb
#10
Вероятность и статистика. 10-11 классыБродский И.Л., Мешавкина О.С.Категория: M_Mathematics, MSch_School-level
1.24 Mb
Только что пользователи скачали эти книги:
#4
Multivariate Bayesian Statistics: Models for Source Separation and Signal UnmixingDaniel B. Rowe#6
Вальсируя с Медведями: управление рисками в проектах по разработке программного обеспеченияТом ДеМарко, Тимоти Листер
4.19 Mb
|
|