multipopulation

Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping
Variable grouping provides an efficient approach to large-scale optimization, and multipopulation strategies are effective for both …
Hui Bai, Ran Cheng, Danial Yazdani, Kay Chen Tan, Yaochu Jin
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A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part A
Many real-world optimization problems are dynamic. The field of dynamic optimization deals with such problems where the search space …
Danial Yazdani, Ran Cheng, Donya Yazdani, Jürgen Branke, Yaochu Jin, Xin Yao
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Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization
Multipopulation methods are highly effective in solving dynamic optimization problems. Three factors affect this significantly: 1) the …
Danial Yazdani, Ran Cheng, Cheng He, Jürgen Branke
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