Výsledky vyhledávání - Automatic algorithm configuration

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  1. 1

    The irace package: Iterated racing for automatic algorithm configuration Autor López-Ibáñez, Manuel, Dubois-Lacoste, Jérémie, Pérez Cáceres, Leslie, Birattari, Mauro, Stützle, Thomas G

    ISSN: 2214-7160, 2214-7160
    Vydáno: Amsterdam Elsevier 2016
    “… The immediate goal of automatic algorithm configuration is to find, automatically, the best parameter settings of an optimizer…”
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    ParamILS: An Automatic Algorithm Configuration Framework Autor Hutter, F., Hoos, H. H., Leyton-Brown, K., Stuetzle, T.

    ISSN: 1076-9757, 1076-9757, 1943-5037
    Vydáno: San Francisco AI Access Foundation 30.10.2009
    “… We describe an automatic framework for this algorithm configuration problem. More formally, we provide methods for optimizing a target algorithm…”
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  3. 3

    Unbalanced budget distribution for automatic algorithm configuration Autor Ghambari, Soheila, Rakhshani, Hojjat, Lepagnot, Julien, Jourdan, Laetitia, Idoumghar, Lhassane

    ISSN: 1432-7643, 1433-7479
    Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2022
    Vydáno v Soft computing (Berlin, Germany) (01.02.2022)
    “… Therefore, several automatic algorithm configuration frameworks have been proposed to regulate the parameters of a given algorithm for a series of problem instances…”
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  4. 4

    Dynamic instance sampling for multi-objective automatic algorithm configuration Autor Li, Yuchen, Wang, Handing

    ISSN: 2210-6502
    Vydáno: Elsevier B.V 01.08.2025
    Vydáno v Swarm and evolutionary computation (01.08.2025)
    “…Multi-objective automatic algorithm configuration alleviates the tedious parameter tuning for users by optimizing both the performance and efficiency of the target algorithm…”
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  5. 5

    Enhanced branching Latin hypercube design and its application in automatic algorithm configuration Autor Wen, Bing, Wang, Sumin, Sun, Fasheng

    ISSN: 0303-6898, 1467-9469
    Vydáno: Oxford Blackwell Publishing Ltd 01.09.2025
    Vydáno v Scandinavian journal of statistics (01.09.2025)
    “…Designing experiments that involve branching and nested factors is challenging due to the complex relationships between these factors. Identification of…”
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  6. 6

    A Literature Survey on Offline Automatic Algorithm Configuration Autor Eryoldaş, Yasemin, Durmuşoglu, Alptekin

    ISSN: 2076-3417, 2076-3417
    Vydáno: Basel MDPI AG 01.07.2022
    Vydáno v Applied sciences (01.07.2022)
    “… In this paper, we will briefly explain the automatic algorithm configuration problem and then survey…”
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    Grammar-based generation of stochastic local search heuristics through automatic algorithm configuration tools Autor Mascia, Franco, López-Ibáñez, Manuel, Dubois-Lacoste, Jérémie, Stützle, Thomas

    ISSN: 0305-0548, 1873-765X, 0305-0548
    Vydáno: Kidlington Elsevier Ltd 01.11.2014
    Vydáno v Computers & operations research (01.11.2014)
    “… We then use a tool for automatic algorithm configuration to search for the best algorithm for the problem at hand…”
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    Latin Hypercube Designs with Branching and Nested Factors for Initialization of Automatic Algorithm Configuration Autor Wessing, Simon, López-Ibáñez, Manuel

    ISSN: 1530-9304, 1530-9304
    Vydáno: United States 01.03.2019
    Vydáno v Evolutionary computation (01.03.2019)
    “…The configuration of algorithms is a laborious and difficult process. Thus, it is advisable to automate this task by using appropriate automatic configuration methods…”
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  9. 9

    MIP neighborhood synthesis through semantic feature extraction and automatic algorithm configuration Autor Adamo, Tommaso, Ghiani, Gianpaolo, Grieco, Antonio, Guerriero, Emanuela, Manni, Emanuele

    ISSN: 0305-0548, 1873-765X, 0305-0548
    Vydáno: New York Elsevier Ltd 01.07.2017
    Vydáno v Computers & operations research (01.07.2017)
    “…•We propose an Automatic Neighborhood Design algorithm.•The procedure relies on the extraction of semantic features from a MIP model…”
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    Effect of transformations of numerical parameters in automatic algorithm configuration Autor Franzin, Alberto, Pérez Cáceres, Leslie, Stützle, Thomas

    ISSN: 1862-4472, 1862-4480
    Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.12.2018
    Vydáno v Optimization letters (01.12.2018)
    “…We study the impact of altering the sampling space of parameters in automatic algorithm configurators…”
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    An Automatic Configuration Algorithm for Reliable and Efficient Composite Services Autor Imed, Abbassi, Graiet, Mohamed

    ISSN: 1932-4537, 1932-4537
    Vydáno: IEEE 01.03.2018
    “…Reusability is a central concept of Web services as it allows for the construction of composite services. Thus, an existing composite service can be combined…”
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  12. 12

    Incorporating decision-maker’s preferences into the automatic configuration of bi-objective optimisation algorithms Autor Diaz, Juan Esteban, López-Ibáñez, Manuel

    ISSN: 0377-2217, 1872-6860
    Vydáno: Elsevier B.V 16.03.2021
    “…•This indicator incorporates DM’s preferences into automatic algorithm configuration.•We demonstrate the effectiveness of our approach on a complex real-world problem…”
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    Exploring variable neighborhood search for automatic algorithm configuration Autor Pérez Cáceres, Leslie, Stützle, Thomas

    ISSN: 1571-0653, 1571-0653
    Vydáno: Elsevier B.V 01.04.2017
    “…Methods for automatic algorithm configuration integrate some search mechanism for generating candidate algorithm configurations and mechanisms for handling the stochasticity of the algorithm configuration problem…”
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    On automatic algorithm configuration of vehicle routing problem solvers Autor Rasku, Jussi, Musliu, Nysret, Kärkkäinen, Tommi

    ISSN: 2367-3591, 2367-3605
    Vydáno: Cham Springer International Publishing 01.12.2019
    Vydáno v Journal on vehicle routing algorithms (01.12.2019)
    “… Therefore, methods that automate the process of algorithm configuration have received growing attention…”
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    Capping methods for the automatic configuration of optimization algorithms Autor de Souza, Marcelo, Ritt, Marcus, López-Ibáñez, Manuel

    ISSN: 0305-0548, 1873-765X, 0305-0548
    Vydáno: New York Elsevier Ltd 01.03.2022
    Vydáno v Computers & operations research (01.03.2022)
    “…Automatic configuration techniques are widely and successfully used to find good parameter settings for optimization algorithms…”
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    Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms Autor Bezerra, Leonardo C. T., Lopez-Ibanez, Manuel, Stutzle, Thomas

    ISSN: 1089-778X, 1941-0026
    Vydáno: New York IEEE 01.06.2016
    “… The motivation for studies of this latter type stem from the development of flexible software frameworks and the usage of automatic algorithm configuration methods to find novel algorithm designs…”
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    Automatic Algorithm Design for Hybrid Flowshop Scheduling Problems Autor Alfaro-Fernández, Pedro, Ruiz, Rubén, Pagnozzi, Federico, Stützle, Thomas

    ISSN: 0377-2217, 1872-6860
    Vydáno: Elsevier B.V 01.05.2020
    “…•We present an Automatic Algorithm Design system for the hybrid flowshop problem…”
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    Automatic generation of iterated greedy algorithms for the non-permutation flow shop scheduling problem with total completion time minimization Autor Brum, Artur, Ruiz, Rubén, Ritt, Marcus

    ISSN: 0360-8352
    Vydáno: Elsevier Ltd 01.01.2022
    Vydáno v Computers & industrial engineering (01.01.2022)
    “… We aim to minimize the total completion time. We propose a template to generate iterated greedy algorithms, and use an automatic algorithm configuration to obtain efficient methods…”
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    The Automatic Design of Multiobjective Ant Colony Optimization Algorithms Autor Lopez-Ibanez, M., Stutzle, T.

    ISSN: 1089-778X, 1941-0026
    Vydáno: New York, NY IEEE 01.12.2012
    “… Without any a priori preference information, the Pareto optimality principle establishes a partial order among solutions, and the output of the algorithm becomes a set of nondominated solutions rather than a single one…”
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    MPILS: An Automatic Tuner for MILP Solvers Autor Himmich, Ilyas, Er Raqabi, El Mehdi, El Hachemi, Nizar, El Hallaoui, Issmaïl, Metrane, Abdelmoutalib, Soumis, François

    ISSN: 0305-0548
    Vydáno: Elsevier Ltd 01.11.2023
    Vydáno v Computers & operations research (01.11.2023)
    “…The parameter configuration problem consists of finding a parameter configuration that gives a particular algorithm the best performance…”
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