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math.OC2019★ 40 cited
The Global Convergence Analysis of the Bat Algorithm Using a Markovian Framework and Dynamical System Theory
Si Chen, Guo-Hua Peng, Xing-Shi He +1
The bat algorithm (BA) has been shown to be effective to solve a wider range of optimization problems. However, there is not much theoretical analysis concerning its convergence an…
math.OC2018
Global Convergence Analysis of the Flower Pollination Algorithm: A Discrete-Time Markov Chain Approach
Xingshi He, Xin-She Yang, Mehmet Karamanoglu +1
Flower pollination algorithm is a recent metaheuristic algorithm for solving nonlinear global optimization problems. The algorithm has also been extended to solve multiobjective op…