Ran Cheng (程然)
Ran Cheng (程然)
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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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DOI
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
Despite the remarkable successes of convolutional neural networks (CNNs) in computer vision, it is time-consuming and error-prone to …
Hao Tan
,
Ran Cheng
,
Shihua Huang
,
Cheng He
,
Changxiao Qiu
,
Fan Yang
,
Ping Luo
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DOI
Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems
Surrogate models have shown to be effective in assisting metaheuristic algorithms for solving computationally expensive complex …
Chaoli Sun
,
Yaochu Jin
,
Ran Cheng
,
Jinliang Ding
,
Jianchao Zeng
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DOI
A Multi-swarm Evolutionary Framework based on a Feedback Mechanism
Most evolutionary algorithms, including particle swarm optimization (PSO) algorithms, involve at least one population (swarm) to …
Ran Cheng
,
Chaoli Sun
,
Yaochu Jin
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DOI
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