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检索条件"主题词=Estimation of Distribution algorithms"
309 条 记 录,以下是251-260 订阅
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Multiobjective hBOA, clustering, and scalability  05
Multiobjective hBOA, clustering, and scalability
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Genetic and Evolutionary Computation Conference
作者: Pelikan, Martin Sastry, Kumara Goldberg, David E. Univ Missouri Dept Math & Comp Sci St Louis MO 63121 USA
This paper describes a scalable algorithm for solving multiobjective decomposable problems by combining the hierarchical Bayesian optimization algorithm (hBOA) with the nondominated sorting genetic algorithm (NSGA-II)... 详细信息
来源: 评论
Solving Sudoku Puzzles with Node Based Coincidence Algorithm
Solving Sudoku Puzzles with Node Based Coincidence Algorithm
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10th International Joint Conference on Computer Science and Software Engineering (JCSSE)
作者: Waiyapara, Kiatsopon Wattanapornprom, Warin Chongstitvatana, Prabhas Chulalongkorn Univ Fac Engn Dept Compute Engn Bangkok Thailand Chulalongkorn Univ Fac Engn Dept Comp Engn Bangkok Thailand
In Evolutionary computation, Sudoku puzzles are categorized as hard combinatorial problems. It is almost impossible to solve these puzzles using only native operations of genetic algorithms. This article presents an a... 详细信息
来源: 评论
Convergence Phases, Variance Trajectories, and Runtime Analysis of Continuous EDAs  07
Convergence Phases, Variance Trajectories, and Runtime Analy...
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Annual Conference of Genetic and Evolutionary Computation Conference
作者: Grahl, Joern Bosman, Peter A. N. Minner, Stefan Univ Mannheim Dept Logist D-68131 Mannheim Germany Ctr Math & Comp Sci NL-1090 GB Amsterdam Netherlands
Considering the available body of literature oil continuous EDAs, one must state that many important questions are still unanswered, e.g.: How do continuous EDAs really work, and how can we increase their efficiency f... 详细信息
来源: 评论
HYBRID MUSIC RECOMMENDER USING CONTENT-BASED AND SOCIAL INFORMATION  41
HYBRID MUSIC RECOMMENDER USING CONTENT-BASED AND SOCIAL INFO...
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41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Chiliguano, Paulo Fazekas, Gyorgy Queen Mary Univ London Sch Elect Engn & Comp Sci Mile End Rd London E1 4NS England
Internet resources available today, including songs, albums, playlists or podcasts, that a user cannot discover if there is not a tool to filter the items that the user might consider relevant. Several recommendation ... 详细信息
来源: 评论
Improved Runtime Bounds for the Univariate Marginal distribution Algorithm via Anti-Concentration  17
Improved Runtime Bounds for the Univariate Marginal Distribu...
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Genetic and Evolutionary Computation Conference (GECCO)
作者: Lehre, Per Kristian Phan Trung Hai Nguyen Univ Birmingham Sch Comp Sci Birmingham B15 2TT W Midlands England
Unlike traditional evolutionary algorithms which produce offspring via genetic operators, estimation of distribution algorithms (EDAs) sample solutions from probabilistic models which are learned from selected individ... 详细信息
来源: 评论
The Design of (Almost) Disjunct Matrices by Evolutionary algorithms  7th
The Design of (Almost) Disjunct Matrices by Evolutionary Alg...
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7th International Conference on the Theory and Practice of Natural Computing (TPNC)
作者: Knezevic, Karlo Picek, Stjepan Mariot, Luca Jakobovic, Domagoj Leporati, Alberto Univ Zagreb Fac Elect Engn & Comp Zagreb Croatia Delft Univ Technol Cyber Secur Res Grp Delft Netherlands Univ Milano Bicocca Dept Informat Syst & Commun Milan Italy
Disjunct Matrices (DM) are a particular kind of binary matrices which have been especially applied to solve the Non-Adaptive Group Testing (NAGT) problem, where the task is to detect any configuration of t defectives ... 详细信息
来源: 评论
Solving Multi-Objective Reinforcement Learning Problems by EDA-RL - Acquisition of Various Strategies
Solving Multi-Objective Reinforcement Learning Problems by E...
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9th International Conference on Intelligent Systems Design and Applications
作者: Handa, Hisashi Okayama Univ Grad Sch Nat Sci & Technol Okayama Japan
EDA-RL, estimation of distribution algorithms for Reinforcement Learning Problems, have been proposed by us recently. The EDA-RL can improve policies by EDA scheme: First, select better episodes. Secondly, estimate pr... 详细信息
来源: 评论
On the investigation of population sizing of genetic algorithms using optimal mixing
On the investigation of population sizing of genetic algorit...
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Genetic and Evolutionary Computation Conference (GECCO)
作者: Liao, Yi-Yun Hsu, Hung-Wei Juang, Yi-Lin Yu, Tian-Li Natl Taiwan Univ Taipei Taiwan
Genetic algorithms using optimal mixing have shown promising results, while lack of theoretical supports. This paper investigates population sizing from the supply aspect under the optimal mixing scenario. Specificall... 详细信息
来源: 评论
Multi-objective Optimization with Joint Probabilistic Modeling of Objectives and Variables
Multi-objective Optimization with Joint Probabilistic Modeli...
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6th International Conference on Evolutionary Multi-Criterion Optimization
作者: Karshenas, Hossein Santana, Roberto Bielza, Concha Larranaga, Pedro Tech Univ Madrid Sch Comp Sci Computat Intelligence Grp Madrid 28660 Spain
The objective values information can be incorporated into the evolutionary algorithms based on probabilistic modeling in order to capture the relationships between objectives and variables. This paper investigates the... 详细信息
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Unbalanced Mallows Models for Optimizing Expensive Black-Box Permutation Problems
Unbalanced Mallows Models for Optimizing Expensive Black-Box...
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2nd Genetic and Evolutionary Computation Conference (GECCO)
作者: Irurozki, Ekhine Lopez-Ibanez, Manuel Telecom Paris Paris France Univ Malaga Malaga Spain
Expensive black-box combinatorial optimization problems arise in practice when the objective function is evaluated by means of a simulator or a real-world experiment. Since each fitness evaluation is expensive in term... 详细信息
来源: 评论