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10/13/2022
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function
In this paper, we propose a novel method to estimate the elite individua...
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09/27/2022
Accelerating the Genetic Algorithm for Large-scale Traveling Salesman Problems by Cooperative Coevolutionary Pointer Network with Reinforcement Learning
In this paper, we propose a two-stage optimization strategy for solving ...
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09/02/2022
Cooperative coevolutionary Modified Differential Evolution with Distance-based Selection for Large-Scale Optimization Problems in noisy environments through an automatic Random
Many optimization problems suffer from noise, and nonlinearity check-bas...
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08/31/2022
Accelerating differential evolution algorithm with Gaussian sampling based on estimating the convergence points
In this paper, we propose a simple strategy for estimating the convergen...
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08/29/2022