Benchmark testing

Parallel Peaks: A Visualization Method for Benchmark Studies of Multimodal Optimization
Multimodal optimization has attracted increasing interest recently. Despite the emergence of various multimodal optimization algorithms …
Ran Cheng, Miqing Li, Xin Yao
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Test Problems for Large-Scale Multiobjective and Many-Objective Optimization
The interests in multiobjective and many-objective optimization have been rapidly increasing in the evolutionary computation community. …
Ran Cheng, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff
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Reference Vector Based a posteriori Preference Articulation for Evolutionary Multiobjective Optimization
Multiobjective evolutionary algorithms (MOEAs) usually achieve a set of nondominated solutions as the approximation of the Pareto …
Ran Cheng, Markus Olhofer, Yaochu Jin
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Demonstrator Selection in a Social Learning Particle Swarm Optimizer
Social learning plays an important role in behavior learning among social animals. Different from individual (asocial) learning, social …
Ran Cheng, Yaochu Jin
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Bisexual Evolution: A Novel Bisexual Evolutionary Framework Based on the Fisher's Runaway Process
Sexual reproduction plays an important role in evolution. However, in classic genetic algorithms(GAs), the evolutionary process is only …
Ran Cheng, Min Yao, Xiaowei Xue, Bin Shen
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