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Article
A hybrid optimization algorithm based on chaotic differential evolution and estimation of distribution
Estimation of distribution algorithms (EDAs) and differential evolution (DE) are two types of evolutionary algorithms. The former has fast convergence rate and strong global search capability, but is easily tr...
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Article
A constrained multi-objective optimization algorithm with two cooperative populations
Constrained multi-objective problems (CMOPs) require balancing convergence, diversity, and feasibility of solutions. Unfortunately, the existing constrained multi-objective optimization algorithms (CMOEAs) exh...
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Article
Two cooperative constraint handling techniques with an external archive for constrained multi-objective optimization
Constrained multi-objective problems are difficult for researchers to solve because they contain infeasible regions. To address this issue, this paper proposes two cooperative constraint handling techniques th...