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Evolutionary Many-objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation
Ran Cheng, Tobias Rodemann, Michael Fischer, Markus Olhofer, and Yaochu Jin , IEEE Transactions on Emerging Topics in Computational Intelligence , 2017MATLABFree
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Test Problems for Large-scale Multiobjective and Many-objective Optimization
Ran Cheng, Yaochu Jin, Markus Olhofer and Bernhard Sendhoff , IEEE Transactions on Cybernetics , 2017MATLABFree
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A Reference Vector Guided Evolutionary Algorithm for Many-objective Optimization
Ran Cheng, Yaochu Jin, Markus Olhofer and Bernhard Sendhoff , IEEE Transactions on Evolutionary Computation , 2016MATLABFree
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A Multiobjective Evolutionary Algorithm using Gaussian Process based Inverse Modeling
Ran Cheng , Yaochu Jin, Kaname Narukawa and Bernhard Sendhoff , IEEE Transactions on Evolutionary Computation , 2015MATLABFree
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A Competitive Swarm Optimizer for Large Scale Optimization
Ran Cheng and Yaochu Jin , IEEE Transactions on Cybernetics , 2015MATLAB / CFree
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A Social Learning Particle Swarm Optimization Algorithm for Scalable Optimization
Ran Cheng and Yaochu Jin , Information Sciences , 2015MATLAB / CFree
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Parallel Peaks: A Visualization Method for Benchmark Studies of Multimodal Optimization
Ran Cheng, Miqing Li and Xin Yao , IEEE Congress on Evolutionary Computation (CEC'2017) , 2017MATLABFree
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Evolutionary Multiobjective Optimization Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection
Ran Cheng, Miqing Li, Ke Li and Xin Yao , IEEE Transactions on Evolutionary Computation , 2017MATLABFree
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May 2018
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