An Effective Hybrid Butterfly Optimization Algorithm with Artificial Bee Colony for Numerical Optimization
Journal Title: International Journal of Interactive Multimedia and Artificial Intelligence - Year 2017, Vol 4, Issue 4
Abstract
In this paper, a new hybrid optimization algorithm which combines the standard Butterfly Optimization Algorithm (BOA) with Artificial Bee Colony (ABC) algorithm is proposed. The proposed algorithm used the advantages of both the algorithms in order to balance the trade-off between exploration and exploitation. Experiments have been conducted on the proposed algorithm using ten benchmark problems having a broad range of dimensions and diverse complexities. The simulation results demonstrate that the convergence speed and accuracy of the proposed algorithm in finding optimal solutions is significantly better than BOA and ABC.
Authors and Affiliations
Sankalap Arora, Satvir Singh
Keywords
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- EP ID EP329152
- DOI 10.9781/ijimai.2017.442
- Views 176
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