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检索条件"主题词=evolutionary algorithms"
11906 条 记 录,以下是4591-4600 订阅
排序:
A New evolutionary Approach using Pre-Post Testing to Trigger Exploration and Exploitation in DOPs  17
A New Evolutionary Approach using Pre-Post Testing to Trigge...
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Genetic and evolutionary Computation Conference (GECCO)
作者: Ben-Romdhane, Hajer Alba, Enrique Krichen, Saoussen Univ Tunis LARODEC Lab ISG Tunis Tunis Tunisia Univ Malaga Malaga Spain
Striking an effective balance between exploration and exploitation (E&E) is still one of the major concerns when using evolutionary algorithms (EAs) in dynamic environments. In this work, a new scheme for adaptive... 详细信息
来源: 评论
Gnowee: A hybrid metaheuristic optimization algorithm for constrained, black box, combinatorial mixed-integer design
arXiv
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arXiv 2018年
作者: Bevins, James E. Slaybaugh, R.N. Air Force Institute of Technology Department of Engineering Physics 2950 Hobson Way Wright-Patterson Air Force BaseOH45433 United States University of California Berkeley Nuclear Engineering Department 4173 Etcheverry Hall BerkeleyCA94720 United States
This paper introduces Gnowee, a modular, Python-based, open-source hybrid metaheuristic optimization algorithm (Available from https://***/SlaybaughLab/Gnowee). Gnowee is designed for rapid convergence to nearly globa... 详细信息
来源: 评论
Evolving Space-Time Neural Architectures for Videos
arXiv
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arXiv 2018年
作者: Piergiovanni, A.J. Angelova, Anelia Toshev, Alexander Ryoo, Michael S. Google Brain
We present a new method for finding video CNN architectures that capture rich spatio-temporal information in videos. Previous work, taking advantage of 3D convolutions, obtained promising results by manually designing... 详细信息
来源: 评论
Quality Diversity Through Surprise
arXiv
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arXiv 2018年
作者: Gravina, Daniele Liapis, Antonios Yannakakis, Georgios N. Institute of Digital Games University of Malta Msida2080 Malta
—Quality diversity is a recent family of evolutionary search algorithms which focus on finding several well-performing (quality) yet different (diversity) solutions with the aim to maintain an appropriate balance bet... 详细信息
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On tuning group sizes in the Random Adaptive Grouping Algorithm for Large-scale Global Optimization Problems
On tuning group sizes in the Random Adaptive Grouping Algori...
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International Conference on Applied Mathematics & Computational Science
作者: Evgenii Sopov Alexey Vakhnin Eugene Semenkin Department of system analysis and operations research Reshetnev Siberian State University of Science and Technology
Large-scale global optimization (LSGO) is known as one of the most challenging problem for evolutionary algorithms (EA). The most advanced algorithms for LSGO are based on cooperative coevolution with problem decompos... 详细信息
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Adversarial co-evolution of attack and defense in a segmented computer network environment  18
Adversarial co-evolution of attack and defense in a segmente...
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Proceedings of the Genetic and evolutionary Computation Conference Companion
作者: Erik Hemberg Joseph R. Zipkin Richard W. Skowyra Neal Wagner Una-May O'Reilly MIT Cambridge Massachusetts MIT Lincoln Laboratory Lexington Massachusetts
In computer security, guidance is slim on how to prioritize or configure the many available defensive measures, when guidance is available at all. We show how a competitive co-evolutionary algorithm framework can iden... 详细信息
来源: 评论
An empirical approach for probing the definiteness of kernels
arXiv
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arXiv 2018年
作者: Zaefferer, Martin Bartz-Beielstein, Thomas Rudolph, Günter Faculty of Computer Science and Engineering Science TH Köln University of Applied Sciences Steinmüllerallee 1 Gummersbach51643 Germany Department of Computer Science TU Dortmund University Otto-Hahn-Str. 14 Dortmund44227 Germany
Models like support vector machines or Gaussian process regression often require positive semi-definite kernels. These kernels may be based on distance functions. While definiteness is proven for common distances and ... 详细信息
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Regularized evolution for image classifier architecture search
arXiv
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arXiv 2018年
作者: Real, Esteban Aggarwal, Alok Huang, Yanping Le, Quoc V. Google Brain Mountain ViewCA United States
The effort devoted to hand-crafting neural network image classifiers has motivated the use of architecture search to discover them automatically. Although evolutionary algorithms have been repeatedly applied to neural... 详细信息
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Self organizing classifiers and niched fitness
arXiv
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arXiv 2018年
作者: Vargas, Danilo V. Takano, Hirotaka Murata, Junichi Graduate School of Information Science and Electrical Engineering Kyushu University Fukuoka Japan Faculty of Information Science and Electrical Engineering Kyushu University Fukuoka Japan
Learning classifier systems are adaptive learning systems which have been widely applied in a multitude of application domains. However, there are still some generalization problems unsolved. The hurdle is that fitnes... 详细信息
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Fast Exact Computation of Expected HyperVolume Improvement
arXiv
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arXiv 2018年
作者: Zhao, Guang Arróyave, Raymundo Qian, Xiaoning Department of Electrical and Computer Engineering Texas A&M University Department of Materials Science and Engineering Texas A&M University
In multi-objective Bayesian optimization and surrogate-based evolutionary algorithms, Expected HyperVolume Improvement (EHVI) is widely used as the acquisition function to guide the search approaching the Pareto front... 详细信息
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