Restricted Boltzmann Machine-Assisted Estimation of Distribution Algorithm for Complex Problems

A novel algorithm, called restricted Boltzmann machine-assisted estimation of distribution algorithm, is proposed for solving computationally expensive optimization problems with discrete variables. First, the individuals are evaluated using expensive fitness functions of the complex problems, and s...

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Bibliographic Details
Main Authors: Lin Bao, Xiaoyan Sun, Yang Chen, Guangyi Man, Hui Shao
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2018/2609014
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