Sapani @ Azhar, Norshafiyanarina (2016) Bees algorithm inspired by grenade explosion method. Project Report. Universiti Teknikal Malaysia Melaka, Melaka, Malaysia. (Submitted)
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Abstract
Bees Algorithm (BA) is inspired from the genuine food foraging behaviour of honey bees. By using Grenade Explosion Method (GEM), it aims to enhance the basic BA efficiency by convergence speed. The idea of GEM is based on the perception of a grenade explosion where thrown pieces of shrapnel dismantle the objects near the explosion location. Destruction caused by each piece of shrapnel hitting an object is measure. The performance difference between Basic BA and new improved BA were assessed by comparing them with ten well-known benchmark test functions. Both basic and new improved BA also assessed on different parameter settings to determine the suitable parameter that suits the new improved BA. The result suggests that the new improved bees’ algorithm can boost the basic bees’ algorithm for solving global optimization issues.
Item Type: | Final Year Project (Project Report) |
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Uncontrolled Keywords: | Artificial intelligence, Algorithms, Engineering design, Engineering mathematics |
Subjects: | T Technology > T Technology (General) T Technology > TA Engineering (General). Civil engineering (General) |
Divisions: | Library > Final Year Project > FKP |
Depositing User: | Nor Aini Md. Jali |
Date Deposited: | 20 Sep 2017 08:53 |
Last Modified: | 01 Nov 2023 06:33 |
URI: | http://digitalcollection.utem.edu.my/id/eprint/19338 |
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