Cooperative Coevolution and Univariate Estimation of Distribution Algorithms

被引：0

作者：

Vo, Christopher ^{[1
]}

Panait, Liviu

Luke, Sean ^{[1
]}

机构：

[1] George Mason Univ, Dept Comp Sci, Fairfax, VA 22030 USA

来源：

FOGA'09: PROCEEDINGS OF THE 10TH ACM SIGRVO CONFERENCE ON FOUNDATIONS OF GENETIC ALGORITHMS | 2009年

关键词：

Cooperative Coevolution; Estimation of Distribution Algorithms; Evolutionary Game Theory;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, we discuss a curious relationship between Cooperative Coevolutionary Algorithms (CCEAs) and univariate Estimation of Distribution Algorithms (EDAs). Specifically, the distribution model for univariate EDAs is equivalent to the infinite population EGT model common in the analysis of CCEAs. This relationship may permit cross-pollination between these two disparate fields. As an example, we derive a new EDA based on a known CCEA from the literature, and provide some preliminary experimental analysis of the algorithm.

引用

页码：141 / 150

页数：10

共 50 条

[11] Subspace estimation of distribution algorithms: To perturb part of all variables in estimation of distribution algorithms
Li, Helong
Hong, Yi
Kwong, Sam
APPLIED SOFT COMPUTING, 2011, 11 (03) : 2974 - 2989
[12] Cooperative Estimation Algorithms Using TDOA Measurements
Fisher, Kenneth A.
Raquet, John F.
Pachter, Meir
COOPERATIVE SYSTEMS: CONTROL AND OPTIMIZATION, 2007, 588 : 57 - 66
[13] Cooperative Localization - Algorithms for Initial Position Estimation
Sathyan, T.
Hedley, M.
ISSNIP 2008: PROCEEDINGS OF THE 2008 INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS, AND INFORMATION PROCESSING, 2008, : 13 - 18
[14] EXTENDED UNIVARIATE ALGORITHMS
ZILINSKAS, A
COMPUTING, 1989, 41 (03) : 275 - 276
[15] Multimodal Estimation of Distribution Algorithms
Yang, Qiang
Chen, Wei-Neng
Li, Yun
Chen, C. L. Philip
Xu, Xiang-Min
Zhang, Jun
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (03) : 636 - 650
[16] Survey on estimation of distribution algorithms
Zhou, Shu-De
Sun, Zeng-Qi
Zidonghua Xuebao/Acta Automatica Sinica, 2007, 33 (02): : 113 - 124
[17] Estimation of distribution algorithms with mutation
Handa, H
EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, PROCEEDINGS, 2005, 3448 : 112 - 121
[18] Clustering Molecular Dynamics Trajectories with a Univariate Estimation of Distribution Algorithm
Barros, Rodrigo C.
Quevedo, Christian V.
De Paris, Renata
Basgalupp, Marcio P.
2015 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2015, : 2058 - 2065
[19] Estimation of the mean of a univariate normal distribution when the variance is not known
Danilov, D
ECONOMETRICS JOURNAL, 2005, 8 (03): : 277 - 291
[20] Biasing mutations in cooperative coevolution
Au, Chun-Kit
Leung, Ho-Fung
2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS, 2007, : 828 - 835

← 1 2 3 4 5 →