BOSA: Binary Orientation Search Algorithm
Mohammad Dehghani1, Zeinab Montazeri2, Om Parkash Malik3, Gaurav Dhiman4, Vijay Kumar5
1Mohammad Dehghani*, Dept. of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran.
2Zeinab Montazeri, Dept. of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran.
3Om Parkash Malik, Department of Electrical Engineering, University of Calgary, Calgary Alberta Canada.
4Gaurav Dhiman, Department of Computer Science, Government Bikram College of Commerce, Patiala, Punjab, India.
5Vijay Kumar, Computer Science and Engineering Department, National Institute of Technology, Hamirpur, India.
Manuscript received on October 16, 2019. | Revised Manuscript received on 24 October, 2019. | Manuscript published on November 10, 2019. | PP: 5306-5310 | Volume-9 Issue-1, November 2019. | Retrieval Number: A4215119119/2019©BEIESP | DOI: 10.35940/ijitee.A4215.119119
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: IOptimization algorithms have many applications in solve the optimization problems in various sciences. The Orientation Search Algorithm (OSA) is an optimizer that is simulated the rules of a game called orientation game. In OSA searcher agent are players of orientation game that moves on the playground depending on the direction of the referee. in this study, binary model of OSA which called Binary Orientation Search Algorithm (BOSA) is proposed. BOSA and eight other algorithms (BGA, BPSO, BGSA, BGOA, BBA, BMOA, and BDA) are tested on twenty-three Benchmark test function. Proposed BOSA has a high ability to solve optimization problems compared to other algorithms according to the evaluation results.
Keywords: Binary, Binary Orientation Search Algorithm Orientation Search, optimization.
Scope of the Article: Algorithm Engineering