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GA-HPO PPO: A Hybrid Algorithm for Dynamic Flexible Job Shop Scheduling. [PDF]
Zhou Y +6 more
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Ensemble AnalySis with Interpretable Genomic Prediction (EasiGP): Computational tool for interpreting ensembles of genomic prediction models. [PDF]
Tomura S +3 more
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Parallel genetic algorithms with schema migration
Proceedings 26th Annual International Computer Software and Applications, 2003Genetic algorithms (GAs) are efficient non-gradient stochastic search methods. Parallel GAs are proposed to overcome the deficiencies of sequential GAs, such as low speed and aptness to locally converge. However the tremendous communication cost incurred offsets the advantages of parallel GAs.
null Baowen Xu +3 more
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Schema genetic algorithm for fractal image compression
Engineering Applications of Artificial Intelligence, 2007In this paper, fractal image compression using schema genetic algorithm (SGA) is proposed. Utilizing the self-similarity property of a natural image, the partitioned iterated function system (PIFS) will be found to encode an image through genetic algorithm (GA) method.
Ming-Sheng Wu +2 more
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Schema theorem of real-coded nonlinear genetic algorithm
Proceedings. International Conference on Machine Learning and Cybernetics, 2003Through the mechanism analysis of simple genetic algorithm (SGA), every genetic operator can be considered as a linear function. So some disadvantages of SGA may be solved if the genetic operators are modified to a nonlinear function. According to the above method, a nonlinear genetic algorithm is introduced.
null Zhi-Hua Cui, null Jian-Chao Zeng
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