Hybrid Political Algorithm Approach for Engineering Optimization Problems

Yu Ting Su, En Hauh Liu, Tzuu Hseng S. Li

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Political Optimizer is a metaheuristic algorithm proposed by scholars recently. It reflects good convergence speed as well as exploitation and exploration capabilities in problems relevant to finding optimal solutions. However, regarding the global optimum, it still has spaces to be improved. This study proposed a Hybrid Political Algorithm, which makes balanced modifications to the exploration process and algorithm functions to effectively improve searching for the optimal solutions in the mathematic problems of Congress on Evolutionary Computation and engineering problems by enabling the particles to move smarter in the computation process. Based on the experimental results, improving the performance of algorithm functions using the methods proposed in this study can also help avoid falling into the local optimum. In addition, compared to other algorithms, this improved algorithm can generate more accurate results.

Original languageEnglish
Title of host publicationICSSE 2022 - 2022 International Conference on System Science and Engineering
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages104-109
Number of pages6
ISBN (Electronic)9781665488525
DOIs
Publication statusPublished - 2022
Event2022 International Conference on System Science and Engineering, ICSSE 2022 - Virtual, Online, Taiwan
Duration: 2022 May 262022 May 29

Publication series

NameICSSE 2022 - 2022 International Conference on System Science and Engineering

Conference

Conference2022 International Conference on System Science and Engineering, ICSSE 2022
Country/TerritoryTaiwan
CityVirtual, Online
Period22-05-2622-05-29

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Mechanical Engineering
  • Control and Optimization
  • Artificial Intelligence
  • Computer Science Applications
  • Information Systems

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