A Hybrid Differential Evolution for Non-Smooth Optimization Problems
Lyudmila D. Egorova,
Lev A. Kazakovtsev,
Vladimit N. Krutikov
et al.
Abstract:Solving high dimentional, multimodal, non-smooth global optimization problems faces challenges concerning quality of solution, computational costs or even the impossibility of solving the problem. Evolutionary algorithms, in particular, differential evolution algorithm proved itself as good method of global optimization. On the other side, approach based on subgradient methods are good for optimizing non-smooth functions. Combination of these two approaches enables to improve the quality of the algorithm, usin… Show more
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