A HYBRID ALGORITHM BASED ON GRAVITATIONAL SEARCH ALGORITHM FOR UNIMODAL OPTIMIZATION

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Doraghinejad Mohammad; NEZAMABADIPOUR HOSSEIN; Hashempour Sadeghian Armindokht; Maghfoori Malihe

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE)
Year:2014 | Issue:4

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Title

A HYBRID ALGORITHM BASED ON GRAVITATIONAL SEARCH ALGORITHM FOR UNIMODAL OPTIMIZATION

Author(s)

Doraghinejad Mohammad | NEZAMABADIPOUR HOSSEIN | Hashempour Sadeghian Armindokht | Maghfoori Malihe

Keywords

HEURISTIC ALGORITHMS

THE GRAVITATIONAL SEARCH ALGORITHM (GSA)

THE BLACK HOLE OPERATOR

UNIMODAL FUNCTIONS

Abstract

NOWADAYS, UTILIZING HEURISTIC ALGORITHMS IS HIGHLY APPRECIATED IN SOLVING OPTIMIZATION PROBLEMS. THE FUNDAMENTAL OF THESE ALGORITHMS ARE INSPIRED BY NATURE. THE GRAVITATIONAL SEARCH ALGORITHM (GSA) IS A NOVEL HEURISTIC SEARCH ALGORITHM WHICH IS INVENTED BY USING LAW OF GRAVITY AND MASS INTERACTIONS. IN THIS PAPER, A NEW OPERATOR IS PRESENTED WHICH IS CALLED "THE BLACK HOLE". THIS OPERATOR IS INSPIRED BY THE CONCEPT OF AN ASTRONOMY PHENOMENON. BY ADDING THE BLACK HOLE OPERATOR, THE EXPLOITATION OF THE GSA IS IMPROVED. THE PROPOSED ALGORITHM IS EVALUATED BY SEVEN STANDARD UNIMODAL BENCHMARKS. THE RESULTS OBTAINED DEMONSTRATE BETTER PERFORMANCE OF THE PROPOSED ALGORITHM IN COMPARISON WITH THOSE OF THE STANDARD GSA AND OTHER VERSION OF GSA WHICH IS EQUIPPED WITH THE DISRUPTION OPERATOR.

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APA: Copy

Doraghinejad, Mohammad, NEZAMABADIPOUR, HOSSEIN, Hashempour Sadeghian, Armindokht, & Maghfoori, Malihe. (2014). A HYBRID ALGORITHM BASED ON GRAVITATIONAL SEARCH ALGORITHM FOR UNIMODAL OPTIMIZATION. INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE). SID. https://sid.ir/paper/926278/en

Vancouver: Copy

Doraghinejad Mohammad, NEZAMABADIPOUR HOSSEIN, Hashempour Sadeghian Armindokht, Maghfoori Malihe. A HYBRID ALGORITHM BASED ON GRAVITATIONAL SEARCH ALGORITHM FOR UNIMODAL OPTIMIZATION. 2014. Available from: https://sid.ir/paper/926278/en

IEEE: Copy

Mohammad Doraghinejad, HOSSEIN NEZAMABADIPOUR, Armindokht Hashempour Sadeghian, and Malihe Maghfoori, “A HYBRID ALGORITHM BASED ON GRAVITATIONAL SEARCH ALGORITHM FOR UNIMODAL OPTIMIZATION,” presented at the INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE). 2014, [Online]. Available: https://sid.ir/paper/926278/en

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