Inspired by the behaviors of plant root growth,an artificialrootmass(ARM) optimizationalgorithm based on an artificialroot model is *** ARM algorithm simulates the plant's root growth strategies including prol...
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ISBN:
(纸本)9781509009107
Inspired by the behaviors of plant root growth,an artificialrootmass(ARM) optimizationalgorithm based on an artificialroot model is *** ARM algorithm simulates the plant's root growth strategies including proliferation and'intelligent' decisions about growth *** well-known benchmark functions are employed to validate its optimization *** is compared with other existingalgorithms,includinggenetic algorithm(GA),particle swarm optimization(PSO) and differential evolution(DE).The experimental results show that ARM seems much superior to other algorithms on the selected benchmark functions in multidimensional *** algorithm is used for data clustering on several benchmark *** performance of the ARM algorithm is compared with GA,PSO and DE on clustering *** simulation results show that the proposed ARM outperforms the otherthree algorithms in terms of accuracy and robustness onmost of selected *** proposed algorithm ARM provides a new reference for solving data clustering problems.
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