Pressure vessel design simulation using hybrid harmony search algorithm
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 vari...
| Main Authors: | , , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Universiti Malaysia Pahang
2019
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/27836/ http://umpir.ump.edu.my/id/eprint/27836/1/111.1%20Pressure%20vessel%20design%20simulation%20using%20hybrid%20harmony%20search%20algorithm.pdf |
| _version_ | 1848822897687134208 |
|---|---|
| author | Alaa A., Alomoush Mohammed I., Younis Khalid S., Aloufi Alsewari, Abdulrahman A. Kamal Z., Zamli |
| author_facet | Alaa A., Alomoush Mohammed I., Younis Khalid S., Aloufi Alsewari, Abdulrahman A. Kamal Z., Zamli |
| author_sort | Alaa A., Alomoush |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T02:48:33Z |
| format | Conference or Workshop Item |
| id | ump-27836 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:48:33Z |
| publishDate | 2019 |
| publisher | Universiti Malaysia Pahang |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-278362020-02-26T04:12:13Z http://umpir.ump.edu.my/id/eprint/27836/ Pressure vessel design simulation using hybrid harmony search algorithm Alaa A., Alomoush Mohammed I., Younis Khalid S., Aloufi Alsewari, Abdulrahman A. Kamal Z., Zamli QA76 Computer software 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. Universiti Malaysia Pahang 2019 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27836/1/111.1%20Pressure%20vessel%20design%20simulation%20using%20hybrid%20harmony%20search%20algorithm.pdf 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.. (Published) https://doi.org/10.1145/3372454.3372485 |
| spellingShingle | QA76 Computer software Alaa A., Alomoush Mohammed I., Younis Khalid S., Aloufi Alsewari, Abdulrahman A. Kamal Z., Zamli Pressure vessel design simulation using hybrid harmony search algorithm |
| title | Pressure vessel design simulation using hybrid harmony search algorithm |
| title_full | Pressure vessel design simulation using hybrid harmony search algorithm |
| title_fullStr | Pressure vessel design simulation using hybrid harmony search algorithm |
| title_full_unstemmed | Pressure vessel design simulation using hybrid harmony search algorithm |
| title_short | Pressure vessel design simulation using hybrid harmony search algorithm |
| title_sort | pressure vessel design simulation using hybrid harmony search algorithm |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/27836/ http://umpir.ump.edu.my/id/eprint/27836/ http://umpir.ump.edu.my/id/eprint/27836/1/111.1%20Pressure%20vessel%20design%20simulation%20using%20hybrid%20harmony%20search%20algorithm.pdf |