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Global and local surrogate-assisted differential evolution for expensive constrained optimization
(IEEE Press, 2018-03-29)
For expensive constrained optimization problems, the computation of objective function and constraints is very time-consuming. This paper proposes a novel global and local surrogate-assisted differential evolution for ...
An adaptive framework to tune the coordinate systems in evolutionary algorithms
(IEEE Press, 2018-03-12)
The performance of many nature-inspired optimization algorithms depends strongly on their implemented coordinate system. However, the commonly used coordinate system is fixed and not well suited for different function ...