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Jul 16, 2019 · In this paper, a novel replacement strategy that combines the use of an elite population and a mechanism to preserve diversity explicitly is devised.
A novel replacement strategy that combines the use of an elite population and a mechanism to preserve diversity explicitly is devised and is integrated with ...
Differential evolution (de) is a popular population-based meta-heuristic that has been successfully used in complex optimization problems.
To counteract the shortcoming, the Adaptative Differential Evolution with Diversity Maintenance and Restart Mechanism (ADE-DMRM) is proposed. This approach ...
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Aug 1, 2024 · A Differential Evolution based Noise handling Optimization algorithm (NDE) to solve and optimize noisy bi-objective optimization problems is proposed.
In this paper, an Adaptive Cluster Division Differential Evolution (ACD-DE) algorithm was proposed to mitigate population diversity deficiency. The main ...
Missing: maintenance. | Show results with:maintenance.
Apr 25, 2024 · This research paper introduces a novel algorithm called Enhanced Binary JADE (EBJADE), which combines differential evolution with multi-population and elites ...
Mar 14, 2024 · Population initialization is very important to the performance of differential evolution. A good initialization method can help in finding ...
An improved differential evolution (IDE) algorithm is proposed in this paper to ameliorate the population diversity and it is proved in theory that the ...
Diversity maintenance is further enhanced by incorporation of local best crossover scheme that renders the landscape independent of direction and empowers ...