TREE GROWTH ALGORITHM (TGA): AN EFFECTIVE METAHEURISTIC ALGORITHM INSPIRED BY TREES' BEHAVIOR

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Cheraghalipour Armin; Hajiaghaei Keshteli Mostafa

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING
Year:2017 | Issue:13

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Title

TREE GROWTH ALGORITHM (TGA): AN EFFECTIVE METAHEURISTIC ALGORITHM INSPIRED BY TREES' BEHAVIOR

Author(s)

Cheraghalipour Armin | Hajiaghaei Keshteli Mostafa

Keywords

TREES GROWTH ALGORITHM

COMBINATORIAL OPTIMIZATION

METAHEURISTIC ALGORITHM

APPROXIMATE METHOD

Abstract

IN THIS PAPER AN EFFECTIVE METAHEURISTIC ALGORITHM INSPIRED BY TREES COMPETITION FOR ACQUIRING LIGHT AND FOODS IS PROPOSED. DIVERSIFICATION AND INTENSIFICATION PHASES AND THEIR TRADEOFF ARE DETAILED IN THE PAPER. ALSO, THE PROPOSED APPROACH IS VERIFIED BY USING SOME OF BENCHMARK FUNCTIONS COMMONLY USED IN THIS RESEARCH AREA. TO ASSISTANCE THE TGA'S EFFICIENCY, SOME OF WELL-KNOWN OPTIMIZATION ALGORITHMS SUCH AS GENETIC ALGORITHM (GA) AND PARTICLE SWARM OPTIMIZATION (PSO) ARE EMPLOYED. TGA AND THESE MENTIONED ALGORITHMS ARE COMPARED IN SOME OF USED MATHEMATICAL BENCHMARK IN THIS AREA. FINALLY, THE OBTAINED RESULTS SHOW THAT THE TGA HAVE A GOOD REACTION FOR SOLVING OPTIMIZATION PROBLEMS.

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APA: Copy

Cheraghalipour, Armin, & Hajiaghaei Keshteli, Mostafa. (2017). TREE GROWTH ALGORITHM (TGA): AN EFFECTIVE METAHEURISTIC ALGORITHM INSPIRED BY TREES' BEHAVIOR. INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. SID. https://sid.ir/paper/936556/en

Vancouver: Copy

Cheraghalipour Armin, Hajiaghaei Keshteli Mostafa. TREE GROWTH ALGORITHM (TGA): AN EFFECTIVE METAHEURISTIC ALGORITHM INSPIRED BY TREES' BEHAVIOR. 2017. Available from: https://sid.ir/paper/936556/en

IEEE: Copy

Armin Cheraghalipour, and Mostafa Hajiaghaei Keshteli, “TREE GROWTH ALGORITHM (TGA): AN EFFECTIVE METAHEURISTIC ALGORITHM INSPIRED BY TREES' BEHAVIOR,” presented at the INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. 2017, [Online]. Available: https://sid.ir/paper/936556/en

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