951 citations
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Showing 2018 · cs.NEShow all
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cs.NE2018★ 26 cited
Multiobjective Optimization Differential Evolution Enhanced with Principle Component Analysis for Constrained Optimization
Wei Huang, Tao Xu, Kangshun Li +1
Multiobjective evolutionary algorithms (MOEAs) have been successfully applied to a number of constrained optimization problems. Many of them adopt mutation and crossover operators…
cs.NE2018
New Methods of Studying Valley Fitness Landscapes
Jun He, Tao Xu
The word "valley" is a popular term used in intuitively describing fitness landscapes. What is a valley on a fitness landscape? How to identify the direction and location of a vall…