Using response surface design to determine the optimal parameters of genetic algorithm and a case study

Genetic algorithms (GAs) are efficient stochastic search techniques for approximating optimal solutions within complex search spaces and used widely to solve NP-hard problems. Genetic algorithm includes a number of parameters whose different levels strictly affect the performance of the algorithm. T...

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Bibliographic details
Volume: 51
Main Author: Kucukkoc, Ibrahim
Karaoglan, Aslan Deniz
Yaman, Ramazan
Format: Journal Article
Language: English
Place of publication: ABINGDON Routledge 01.09.2013
Taylor & Francis Ltd
published in: International journal of production research Vol. 51; no. 17; pp. 5039 - 5054
ORCID: 0000-0001-6042-6896
Data of publication: 9/1/2013
ISSN: 0020-7543
EISSN: 1366-588X
Discipline: Engineering
Online Access: available in Bonn?
Database: Web of Science - Science Citation Index Expanded - 2013
Web of Knowledge
Science Citation Index Expanded
Web of Science
OpenAIRE (Open Access)
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