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View all- Lee E(2021)Application of Self-adaptive Vision-Correction Algorithm for Water-Distribution ProblemKSCE Journal of Civil Engineering10.1007/s12205-021-2330-9Online publication date: 25-Jan-2021
Evolutionary Algorithms (EAs) have been employed for the optimisation of both theoretical and real-world problems for decades. These methods although capable of producing near-optimal solutions, often fail to meet real-world application requirements due ...
Premature convergence is a persisting problem in evolutionary optimisation, in particular - genetic algorithms. While a number of methods exist to approach this issue, they usually require problem specific calibration or only partially resolve the issue,...
One of the major causes of premature convergence in Evolutionary Algorithm (EA) is loss of population diversity, which pushes the search space to a homogeneous or a near-homogeneous configuration. In particular, this can be a more complicated issue in ...
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