Bees algorithm inspired by grenade explosion method

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.

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