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Cutting Parameter Optimization for Reducing Carbon Emissions Using Digital Twin
International Journal of Precision Engineering and Manufacturing, 2021Lili Zhao +4 more
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Random Search for Hyper-Parameter Optimization
Journal of machine learning research, 2012J. Bergstra, Yoshua Bengio
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Parameter Optimization in Hierarchical Structures
1999The genetic-algorithm-based method described in this paper can be used to identify a parameter set whose value defines the gene regulation circuit. To demonstrate the effectiveness of the approach we choose Drosophila segmentation processes. In the processes, we search the parameter set of diffusion constant and transcription ratio of each gene.
Shugo Hamahashi, Hiroaki Kitano
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Parameter Meta-optimization of Metaheuristic Optimization Algorithms
2012The quality of a heuristic optimization algorithm is strongly dependent on its parameter values. Finding the optimal parameter values is a laborious task which requires expertise and knowledge about the algorithm, its parameters and the problem. This paper describes, how the optimization of parameters can be automated by using another optimization ...
Christoph Neumüller +3 more
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A survey on evolutionary computation for complex continuous optimization
Artificial Intelligence Review, 2021Zhi-Hui Zhan, Lin Shi, Kay Chen Tan
exaly
Evolutionary Large-Scale Multi-Objective Optimization: A Survey
ACM Computing Surveys, 2022Ye Tian, Langchun Si, Xingyi Zhang
exaly
The Arithmetic Optimization Algorithm
Computer Methods in Applied Mechanics and Engineering, 2021Laith Abualigah +2 more
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Single-Objective Real-Parameter Optimization: Enhanced LSHADE-SPACMA Algorithm
Heuristics for Optimization and Learning, 2020Anas A. Hadi +2 more
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