A Solution to the N-Queens Problem Using Biogeography-Based Optimization

TitleA Solution to the N-Queens Problem Using Biogeography-Based Optimization
Publication TypeJournal Article
Year of Publication2017
AuthorsHabiboghli, A., and T. Jalali
JournalInternational Journal of Interactive Multimedia and Artificial Intelligence
ISSN1989-1660
IssueRegular Issue
Volume4
Number4
Date Published06/2017
Pagination20-26
Abstract

Biogeography-based Optimization (BBO) is a global optimization algorithm based on population, governed by mathematics of biogeography, and dealing with geographical distribution of biological organisms. The BBO algorithm was used in the present study to provide a solution for the N-queens problem. The performance of the proposed algorithm has been evaluated in terms of the quality of the obtained results, cost function, and execution time. Furthermore, the results of this algorithm were compared against those of genetic and particle swarm algorithms.

KeywordsAlgorithms, Evolutionary Algorithm, Optimization
DOI10.9781/ijimai.2017.443
URLhttp://www.ijimai.org/journal/sites/default/files/files/2016/12/ijimai20174_4_3_pdf_22761.pdf
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ijimai20174_4_3.pdf672.82 KB