A Study of Evolutionary Algorithm Selection Hyper-Heuristics for the One-Dimensional Bin-Packing Problem

A Study of Evolutionary Algorithm Selection Hyper-Heuristics for the One-Dimensional Bin-Packing Problem

Hyper-heuristics are aimed at providing a generalized solution to optimization problems rather than producing the best result for one or more problem instances. This paper examines the use of evolutionary algorithm (EA) selection hyper-heuristics to solve the offline one-dimensional bin-packing prob...

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Bibliographic Details
Main Author: Nelishia Pillay
Format: Article
Language:English
Published: South African Institute of Computer Scientists and Information Technologists 2012-06-01
Series:South African Computer Journal
Subjects:
Hyper-heuristics, one-dimensional bin-packing, evolutionary algorithms
Online Access:http://sacj.cs.uct.ac.za/index.php/sacj/article/view/87

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