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检索条件"主题词=automatic algorithm configuration"
44 条 记 录,以下是21-30 订阅
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Stochastic local search and parameters recommendation: a case study on flowshop problems
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INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH 2023年 第2期30卷 774-799页
作者: Pavelski, Lucas M. Delgado, Myriam Kessaci, Marie-Eleonore Freitas, Alex A. Univ Tecnol Fed Parana CPGEI Av Sete Setembro Curitiba Parana Brazil Univ Lille Cent Lille CNRS UMR 9189CRIStAL F-59000 Lille France Univ Kent Sch Comp Canterbury Kent England
The algorithm Selection Problem (ASP) considers the use of previous knowledge regarding problem features and algorithm performance to recommend the best strategy to solve a previously unseen problem. In the applicatio... 详细信息
来源: 评论
automatic algorithm Design for Hybrid Flowshop Scheduling Problems
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2020年 第3期282卷 835-845页
作者: Alfaro-Fernandez, Pedro Ruiz, Ruben Pagnozzi, Federico Stutzle, Thomas Univ Politecn Valencia Grp Sistemas Optimizat Aplicada Inst Tecnol Informat Ciudad Politecn Innovat Edif 8GAcc B Camino de Vera S-N Valencia 46021 Spain Univ Libre Bruxelles IRIDIA CP 194-6Av F Roosevelt 50 B-1050 Brussels Belgium
Industrial production scheduling problems are challenges that researchers have been trying to solve for decades. Many practical scheduling problems such as the hybrid flowshop are ATP-hard. As a result, researchers re... 详细信息
来源: 评论
Computational results for an automatically tuned CMA-ES with increasing population size on the CEC'05 benchmark set
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SOFT COMPUTING 2013年 第6期17卷 1031-1046页
作者: Liao, Tianjun de Oca, Marco A. Montes Stutzle, Thomas Univ Libre Bruxelles CoDE IRIDIA Brussels Belgium Univ Delaware Dept Math Sci Newark DE 19716 USA
In this article, we apply an automatic algorithm configuration tool to improve the performance of the CMA-ES algorithm with increasing population size (iCMA-ES), the best performing algorithm on the CEC'05 benchma... 详细信息
来源: 评论
Large neighborhood search for multi-trip vehicle routing
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2016年 第2期255卷 422-441页
作者: Francois, Veronique Arda, Yasemin Crama, Yves Laporte, Gilbert Univ Liege HEC Management Sch QuantOM B-4000 Liege Belgium HEC Montreal Canada Res Chair Distribut Management Montreal PQ Canada
We consider the multi-trip vehicle routing problem, in which each vehicle can perform several routes during the same working shift to serve a set of customers. The problem arises when customers are close to each other... 详细信息
来源: 评论
SATenstein: automatically building local search SAT solvers from components
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ARTIFICIAL INTELLIGENCE 2016年 232卷 20-42页
作者: KhudaBukhsh, Ashiqur R. Xu, Lin Hoos, Holger H. Leyton-Brown, Kevin Carnegie Mellon Univ Dept Comp Sci Pittsburgh PA 15213 USA Univ British Columbia Dept Comp Sci Vancouver BC V5Z 1M9 Canada
Designing high-performance solvers for computationally hard problems is a difficult and often time-consuming task. Although such design problems are traditionally solved by the application of human expertise, we argue... 详细信息
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A landscape-based analysis of fixed temperature and simulated annealing
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2023年 第2期304卷 395-410页
作者: Franzin, Alberto Stutzle, Thomas Univ Libre Bruxelles ULB LISA Brussels Belgium Univ Libre Bruxelles ULB IRIDIA Brussels Belgium
Since the introduction of Simulated Annealing (SA), researchers have considered variants that keep the same temperature value throughout the whole search and tried to determine whether this strategy can be more effect... 详细信息
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ABC-X: a generalized, automatically configurable artificial bee colony framework
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SWARM INTELLIGENCE 2017年 第1期11卷 1-38页
作者: Aydm, Dogan Yavuz, Guecan Stuetzle, Thomas Dumlupinar Univ Dept Comp Engn TR-43000 Kutahya Turkey ULB CoDE IRIDIA Brussels Belgium
The artificial bee colony (ABC) algorithm is a popular metaheuristic that was originally conceived for tackling continuous function optimization tasks. Over the last decade, a large number of variants of ABC have been... 详细信息
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A unified ant colony optimization algorithm for continuous optimization
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2014年 第3期234卷 597-609页
作者: Liao, Tianjun Stuetzle, Thomas de Oca, Marco A. Montes Dorigo, Marco Beijing Inst Syst Engn State Key Lab Complex Syst Simulat Beijing Peoples R China Univ Libre Bruxelles IRIDIA B-81050 Brussels Belgium Univ Delaware Dept Math Sci Newark DE 19716 USA
In this article, we propose UACOR, a unified ant colony optimization (ACO) algorithm for continuous optimization. UACOR includes algorithmic components from ACO(R), DACO(R) and IACO(R)-LS, three ACO algorithms for con... 详细信息
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A Large-Scale Experimental Evaluation of High-Performing Multi- and Many-Objective Evolutionary algorithms
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EVOLUTIONARY COMPUTATION 2018年 第4期26卷 621-656页
作者: Bezerra, Leonardo C. T. Lopez-Ibanez, Manuel Stuetzle, Thomas Univ Fed Rio Grande do Norte IMD Natal RN Brazil Univ Fed Paraiba DCC CI Joao Pessoa PB Brazil Univ Manchester Alliance Manchester Business Sch Manchester Lancs England Univ Libre Bruxelles IRIDIA CoDE Brussels Belgium
Research on multi-objective evolutionary algorithms (MOEAs) has produced over the past decades a large number of algorithms and a rich literature on performance assessment tools to evaluate and compare them. Yet, newl... 详细信息
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Artificial bee colonies for continuous optimization: Experimental analysis and improvements
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SWARM INTELLIGENCE 2013年 第4期7卷 327-356页
作者: Liao, Tianjun Aydin, Dogan Stutzle, Thomas Univ Libre Bruxelles IRIDIA CoDE Brussels Belgium Dumlupinar Univ Dept Comp Engn TR-43000 Kutahya Turkey
The artificial bee colony (ABC) algorithm is a recent class of swarm intelligence algorithms that is loosely inspired by the foraging behavior of honeybee swarms. It was introduced in 2005 using continuous optimizatio... 详细信息
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