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检索条件"主题词=evolutionary algorithms"
12006 条 记 录,以下是4641-4650 订阅
排序:
Evolution-guided policy gradient in reinforcement learning
arXiv
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arXiv 2018年
作者: Khadka, Shauharda Tumer, Kagan Collaborative Robotics and Intelligent Systems Institute Oregon State University
Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging control tasks. However, these methods typically suffer from three core difficulties: temporal credit assignment wit... 详细信息
来源: 评论
Lamarckian evolution of convolutional neural networks
arXiv
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arXiv 2018年
作者: Prellberg, Jonas Kramer, Oliver University of Oldenburg Oldenburg Germany
Convolutional neural networks belong to the most successul image classifiers, but the adaptation of their network architecture to a particular problem is computationally expensive. We show that an evolutionary algorit... 详细信息
来源: 评论
EASY-GOING deconvolution: Combining accurate simulation and evolutionary algorithms for fast deconvolution of solid-state quadrupolar NMR spectra
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JOURNAL OF MAGNETIC RESONANCE 2011年 第2期211卷 114-120页
作者: Grimminck, Dennis L. A. G. Polman, Ben J. W. Kentgens, Arno P. M. Meerts, W. Leo Radboud Univ Nijmegen Inst Mol & Mat NL-6525 AJ Nijmegen Netherlands
A fast and accurate fit program is presented for deconvolution of one-dimensional solid-state quadrupolar NMR spectra of powdered materials. Computational costs of the synthesis of theoretical spectra are reduced by t... 详细信息
来源: 评论
Accelerating floating-point fitness functions in evolutionary algorithms: a FPGA-CPU-GPU performance comparison
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GENETIC PROGRAMMING AND EVOLVABLE MACHINES 2011年 第4期12卷 403-427页
作者: Gomez-Pulido, Juan A. Vega-Rodriguez, Miguel A. Sanchez-Perez, Juan M. Priem-Mendes, Silvio Carreira, Vitor Univ Extremadura Dept Technol Comp & Commun Caceres 10003 Spain Polytech Inst Leiria Dept Comp Sci Sch Technol & Management P-2410 Leiria Portugal
Many large combinatorial optimization problems tackled with evolutionary algorithms often require very high computational times, usually due to the fitness evaluation. This fact forces programmers to use clusters of c... 详细信息
来源: 评论
Parameter tuning of PBIL and CHC evolutionary algorithms applied to solve the Root Identification Problem
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APPLIED SOFT COMPUTING 2011年 第1期11卷 754-767页
作者: Joan-Arinyo, R. Luzon, M. V. Yeguas, E. Univ Cordoba Dept Informat & Anal Numer Cordoba Spain Univ Granada Dept Lenguajes & Sistemas Informat Granada Spain Univ Politecn Cataluna Grp Informat Engn Barcelona Spain
evolutionary algorithms are among the most successful approaches for solving a number of problems where systematic searches in huge domains must be performed. One problem of practical interest that falls into this cat... 详细信息
来源: 评论
Inventive problem solving based on dialectical negation, using evolutionary algorithms and TRIZ heuristics
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COMPUTERS IN INDUSTRY 2011年 第4期62卷 437-445页
作者: Duran-Novoa, Roberto Leon-Rovira, Noel Aguayo-Tellez, Humberto Said, David Inst Tecnol Monterrey Monterrey 64849 Nuevo Leon Mexico
The ability to solve inventive problems is at the core of the innovation process: however, the standard procedure to deal with them is to utilize random trial and error, despite the existence of several theories and m... 详细信息
来源: 评论
Precise runtime analysis for plateau functions
arXiv
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arXiv 2018年
作者: Antipov, Denis Doerr, Benjamin ITMO University St. Petersburg Russia CNRS École Polytechnique Institute Polytechnique de Paris Palaiseau France
To gain a better theoretical understanding of how evolutionary algorithms (EAs) cope with plateaus of constant fitness, we propose the n-dimensional PLATEAUk function as natural benchmark and analyze how different var... 详细信息
来源: 评论
Online parallel portfolio selection with heterogeneous island model
arXiv
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arXiv 2018年
作者: Balcar, Štěpán Pilát, Martin Charles University Faculty of Mathematics and Physics Prague Czech Republic
We present an online parallel portfolio selection algorithm based on the island model commonly used for par-allelization of evolutionary algorithms. In our case each of the islands runs a different optimization algori... 详细信息
来源: 评论
Coupling evolutionary algorithms With Nonlinear Dynamical Systems: An Efficient Tool for Excitation Design and Optimization
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IEEE TRANSACTIONS ON evolutionary COMPUTATION 2011年 第4期15卷 437-443页
作者: Olson, Colin C. Nichols, Jonathan M. Todd, Michael D. Michalowicz, Joseph V. Bucholtz, Frank USN Res Lab Washington DC 20375 USA Univ Calif San Diego Dept Struct Engn La Jolla CA 92093 USA Global Strategies Grp N Amer Crofton MD 21114 USA
Many chaotic dynamical systems can produce time series with a wide range of temporal and spectral properties as a function of only a few fixed parameters. This malleability invites their use as tools for shaping or de... 详细信息
来源: 评论
On-the-fly calibrating strategies for evolutionary algorithms
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INFORMATION SCIENCES 2011年 第3期181卷 552-566页
作者: Montero, Elizabeth Riff, Maria-Cristina Univ Tecn Federico Santa Maria Dept Comp Sci Valparaiso Chile Univ Nice Sophia Antipolis Nice France
The issue of controlling values of various parameters of an evolutionary algorithm is one of the most important and interesting areas of research in evolutionary computation. In this paper we propose two new parameter... 详细信息
来源: 评论