TY - JOUR KW - Optimization KW - Algorithms KW - Butterfly Algorithm KW - Bee Colony AU - Sankalap Arora AU - Satvir Singh AB - 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. IS - Regular Issue M1 - 4 N2 - 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. PY - 2017 SP - 14 EP - 21 T2 - International Journal of Interactive Multimedia and Artificial Intelligence TI - An Effective Hybrid Butterfly Optimization Algorithm with Artificial Bee Colony for Numerical Optimization UR - http://www.ijimai.org/journal/sites/default/files/files/2016/12/ijimai20174_4_2_pdf_16914.pdf VL - 4 SN - 1989-1660 ER -