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cs.NE2020★ 1 cited
Exploitation and Exploration Analysis of Elitist Evolutionary Algorithms: A Case Study
Yu Chen, Jun He
Known as two cornerstones of problem solving by search, exploitation and exploration are extensively discussed for implementation and application of evolutionary algorithms (EAs).…
cs.NE2019
Error Analysis of Elitist Randomized Search Heuristics
Cong Wang, Yu Chen, Jun He +1
When globally optimal solutions of complicated optimization problems cannot be located by evolutionary algorithms (EAs) in polynomial expected running time, the hitting time/runnin…
cs.NE2018
A Theoretical Framework of Approximation Error Analysis of Evolutionary Algorithms
Jun He, Yu Chen, Yuren Zhou
In the empirical study of evolutionary algorithms, the solution quality is evaluated by either the fitness value or approximation error. The latter measures the fitness difference…