Alaa A., Alomoush and Mohammed I., Younis and Khalid S., Aloufi and Alsewari, Abdulrahman A. and Kamal Z., Zamli (2019) Pressure vessel design simulation using hybrid harmony search algorithm. In: European Symposium on Computer and Communications (ESCC 2019) , 20 - 23 Nov. 2019 , EISTI, Paris. pp. 37-41..
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Abstract
Recently the development of optimization algorithm is rapidly increased. Among several optimization algorithms, Harmony Search (HS) has been recently proposed for solving engineering optimization problems. The HS has some weaknesses such as parameters selection and falling in local optima. Many variants proposed to solve these problems. This paper presents successful hybrid algorithms with high performance to solve the pressure vessel design simulation. The hybrid algorithms consist of well-known variants of HS and an opposition-based learning technique. The hybrid algorithm improved the HS exploration and avoiding falling in local optima, which lead the algorithm to provide significant results.
| Item Type: | Conference or Workshop Item (Lecture) |
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| Additional Information: | Indexed by ACM - DL |
| Uncontrolled Keywords: | Harmony Search (HS); Optimization Problems; Hybrid Algorithms |
| Subjects: | Q Science > QA Mathematics > QA76 Computer software |
| Faculty/Division: | Faculty of Computing |
| Depositing User: | Pn. Hazlinda Abd Rahman |
| Date Deposited: | 26 Feb 2020 04:12 |
| Last Modified: | 26 Feb 2020 04:12 |
| URI: | http://umpir.ump.edu.my/id/eprint/27836 |
| Download Statistic: | View Download Statistics |
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