Amplitude Angle Modulated Bat Algorithm With Application to Zero-One Knapsack Problem Article Swipe
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· 2019
· Open Access
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· DOI: https://doi.org/10.1109/access.2019.2901988
· OA: W2920127666
Angle-modulated bat algorithm (AMBA) provides a technique that enables the bat algorithm (BA) developed for continuous problems to operate in binary spaces, which employs an angle modulation technique to generate a bit string corresponding to a binary problem solution and applies the BA to evolve the coefficients of the trigonometric generating function. However, there are some identified limitations of the original AMBA. This paper proposes a new AMBA variant called amplitude AMBA (A-AMBA). The A-AMBA is compared with the AMBA and several other binary heuristic algorithms on 13 classical benchmark functions and 12 zero-one knapsack problems. The obtained results indicate that the performance of this variant is superior to the AMBA in many problem cases.
