Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization
Barnacles Mating Optimizer (BMO) is a new metaheuristic algorithm that suffers from slow convergence and poor efficiency due to its limited capability in exploiting the search space and exploring new promising regions. Addressing these shortcomings, this paper introduces Elitist Barnacles Mating Opt...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
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Korean Institute of Communications and Information Sciences
2023
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/40931/1/Exploiting%20an%20elitist%20barnacles%20mating%20optimizer%20implementation.pdf |
| _version_ | 1825815586619260928 |
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| author | Kamal Zuhairi, Zamli Din, Fakhrud Alhadawi, Hussam S. Khalid, Shah Alsolai, Hadeel Nour, Mohamed K. Al-Wesabi, Fahd N. Assam, Muhammad |
| author_facet | Kamal Zuhairi, Zamli Din, Fakhrud Alhadawi, Hussam S. Khalid, Shah Alsolai, Hadeel Nour, Mohamed K. Al-Wesabi, Fahd N. Assam, Muhammad |
| author_sort | Kamal Zuhairi, Zamli |
| collection | UMP |
| description | Barnacles Mating Optimizer (BMO) is a new metaheuristic algorithm that suffers from slow convergence and poor efficiency due to its limited capability in exploiting the search space and exploring new promising regions. Addressing these shortcomings, this paper introduces Elitist Barnacles Mating Optimizer (eBMO). Unlike BMO, eBMO exploits the elite exponential probability (Pelite) to decide whether to intensify search process via swap operator or to diversify search by randomly exploring new regions. Furthermore, eBMO uses Chebyshev map instead of random numbers to generate quality S-boxes. Experimental results of eBMO on the generation of 8 × 8 substitution-box are competitive against other existing works. |
| first_indexed | 2024-09-25T03:48:34Z |
| format | Article |
| id | UMPir40931 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-09-25T03:48:34Z |
| publishDate | 2023 |
| publisher | Korean Institute of Communications and Information Sciences |
| record_format | dspace |
| spelling | UMPir409312024-05-28T08:08:32Z http://umpir.ump.edu.my/id/eprint/40931/ Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization Kamal Zuhairi, Zamli Din, Fakhrud Alhadawi, Hussam S. Khalid, Shah Alsolai, Hadeel Nour, Mohamed K. Al-Wesabi, Fahd N. Assam, Muhammad QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) Barnacles Mating Optimizer (BMO) is a new metaheuristic algorithm that suffers from slow convergence and poor efficiency due to its limited capability in exploiting the search space and exploring new promising regions. Addressing these shortcomings, this paper introduces Elitist Barnacles Mating Optimizer (eBMO). Unlike BMO, eBMO exploits the elite exponential probability (Pelite) to decide whether to intensify search process via swap operator or to diversify search by randomly exploring new regions. Furthermore, eBMO uses Chebyshev map instead of random numbers to generate quality S-boxes. Experimental results of eBMO on the generation of 8 × 8 substitution-box are competitive against other existing works. Korean Institute of Communications and Information Sciences 2023-08 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/40931/1/Exploiting%20an%20elitist%20barnacles%20mating%20optimizer%20implementation.pdf Kamal Zuhairi, Zamli and Din, Fakhrud and Alhadawi, Hussam S. and Khalid, Shah and Alsolai, Hadeel and Nour, Mohamed K. and Al-Wesabi, Fahd N. and Assam, Muhammad (2023) Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization. ICT Express, 9 (4). pp. 619-627. ISSN 2405-9595. (Published) https://doi.org/10.1016/j.icte.2022.11.005 https://doi.org/10.1016/j.icte.2022.11.005 |
| spellingShingle | QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) Kamal Zuhairi, Zamli Din, Fakhrud Alhadawi, Hussam S. Khalid, Shah Alsolai, Hadeel Nour, Mohamed K. Al-Wesabi, Fahd N. Assam, Muhammad Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization |
| title | Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization |
| title_full | Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization |
| title_fullStr | Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization |
| title_full_unstemmed | Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization |
| title_short | Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization |
| title_sort | exploiting an elitist barnacles mating optimizer implementation for substitution box optimization |
| topic | QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) |
| url | http://umpir.ump.edu.my/id/eprint/40931/1/Exploiting%20an%20elitist%20barnacles%20mating%20optimizer%20implementation.pdf |
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