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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems Vol.18 No.1
- 발행연도
- 2019.3
- 수록면
- 35 - 51 (17page)
- DOI
- 10.7232/iems.2019.18.1.035
이용수
초록· 키워드
오류제보하기
Immigrant Population Search Algorithm (IPSA) is a combinatorial optimization method that is based on the population of solutions. In this paper, the structure of this algorithm is explained for unconstrained optimization. The steps of the algorithm include initialization, new population group immigration, removal of undesirable population groups and local search. After presenting the steps of the algorithm, a comparison with other meta-heuristic algorithms and their performance is done based on a number of mathematical optimization functions. The result of the comparison and statistical analysis shows that the proposed algorithm has a better performance over other algorithms that have been studied.
목차
ABSTRACT
1. INTRODUCTION
2. THE IDEA OF THE PROPOSEDALGORITHMS DEVELOPMENT
3. IMMIGRANT POPULATION SEARCHALGORITHM (IPSA)
4. THE RESULTS
5. CONCLUSION
REFERENCES
참고문헌 (26)
참고문헌 신청
Atashpaz-Gargari, E / 2007 / Imperialist competitive algorithm : An algorithm for optimization inspired by imperialistic competition / Proceedings of the IEEE Congress on Evolutionary Computation 2007 :4661~4667
Bader, B. W. / 2009 / Constrained and unconstrained optimization / Comprehensive Chemometrics 1:507~545
Bland, J. M. / 1995 / Multiple significance tests : The bonferroni method / BMJ : British Medical Journal 310:170
Bonabeau, E. / 1999 / Swarm Intelligence: From Natural to Artificial Systems / Oxford University Press
Chen, C. H. / 2016 / Bare-bones imperialist competitive algorithm for a compensatory neural fuzzy controller / Neurocomputing 173:1519~1528
Bader, B. W. / 2009 / Constrained and unconstrained optimization / Comprehensive Chemometrics 1:507~545
Bland, J. M. / 1995 / Multiple significance tests : The bonferroni method / BMJ : British Medical Journal 310:170
Bonabeau, E. / 1999 / Swarm Intelligence: From Natural to Artificial Systems / Oxford University Press
Chen, C. H. / 2016 / Bare-bones imperialist competitive algorithm for a compensatory neural fuzzy controller / Neurocomputing 173:1519~1528
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UCI(KEPA) : I410-ECN-0101-2019-530-000561335