Novel Optimization Algorithm Inspired by Camel Traveling Behavior
This article presents a novel optimization algorithm inspired by camel traveling behavior that called Camel algorithm (CA). Camel is one of the extraordinary animals with many distinguish characters that allow it to withstand the severer desert environment. The Camel algorithm used to find the optim...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
College of Engineering, University of Basrah
2016-12-01
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| Series: | Iraqi Journal for Electrical and Electronic Engineering |
| Subjects: | |
| Online Access: | http://ijeee.org/volums/volume12/IJEEE12PDF/paper1218.pdf |
| _version_ | 1811193944995790848 |
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| author | Mohammed Khalid Ibrahim Ramzy Salim Ali |
| author_facet | Mohammed Khalid Ibrahim Ramzy Salim Ali |
| author_sort | Mohammed Khalid Ibrahim |
| collection | DOAJ |
| description | This article presents a novel optimization algorithm inspired by camel traveling behavior that called Camel algorithm (CA). Camel is one of the extraordinary animals with many distinguish characters that allow it to withstand the severer desert environment. The Camel algorithm used to find the optimal solution for several different benchmark test functions. The results of CA and the results of GA and PSO algorithms are experimentally compared. The results indicate that the promising search ability of camel algorithm is useful, produce good results and outperform the others for different test functions. |
| first_indexed | 2024-04-12T00:18:03Z |
| format | Article |
| id | doaj.art-8843cd9d00de4a7d81f90c980067872b |
| institution | Directory Open Access Journal |
| issn | 1814-5892 2078-6069 |
| language | English |
| last_indexed | 2024-04-12T00:18:03Z |
| publishDate | 2016-12-01 |
| publisher | College of Engineering, University of Basrah |
| record_format | Article |
| series | Iraqi Journal for Electrical and Electronic Engineering |
| spelling | doaj.art-8843cd9d00de4a7d81f90c980067872b2022-12-22T03:55:47ZengCollege of Engineering, University of BasrahIraqi Journal for Electrical and Electronic Engineering1814-58922078-60692016-12-01122167177Novel Optimization Algorithm Inspired by Camel Traveling BehaviorMohammed Khalid Ibrahim0Ramzy Salim Ali1Department of Electrical Engineering College of Engineering, University of Babylon, IraqDepartment of Electrical Engineering College of Engineering, University of Basrah, IraqThis article presents a novel optimization algorithm inspired by camel traveling behavior that called Camel algorithm (CA). Camel is one of the extraordinary animals with many distinguish characters that allow it to withstand the severer desert environment. The Camel algorithm used to find the optimal solution for several different benchmark test functions. The results of CA and the results of GA and PSO algorithms are experimentally compared. The results indicate that the promising search ability of camel algorithm is useful, produce good results and outperform the others for different test functions.http://ijeee.org/volums/volume12/IJEEE12PDF/paper1218.pdfEvolutionary algorithmsCamel algorithmCamel Traveling BehaviorOptimization algorithm |
| spellingShingle | Mohammed Khalid Ibrahim Ramzy Salim Ali Novel Optimization Algorithm Inspired by Camel Traveling Behavior Iraqi Journal for Electrical and Electronic Engineering Evolutionary algorithms Camel algorithm Camel Traveling Behavior Optimization algorithm |
| title | Novel Optimization Algorithm Inspired by Camel Traveling Behavior |
| title_full | Novel Optimization Algorithm Inspired by Camel Traveling Behavior |
| title_fullStr | Novel Optimization Algorithm Inspired by Camel Traveling Behavior |
| title_full_unstemmed | Novel Optimization Algorithm Inspired by Camel Traveling Behavior |
| title_short | Novel Optimization Algorithm Inspired by Camel Traveling Behavior |
| title_sort | novel optimization algorithm inspired by camel traveling behavior |
| topic | Evolutionary algorithms Camel algorithm Camel Traveling Behavior Optimization algorithm |
| url | http://ijeee.org/volums/volume12/IJEEE12PDF/paper1218.pdf |
| work_keys_str_mv | AT mohammedkhalidibrahim noveloptimizationalgorithminspiredbycameltravelingbehavior AT ramzysalimali noveloptimizationalgorithminspiredbycameltravelingbehavior |