Suchergebnisse - Automatic algorithm configuration

  1. 1

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

    ISSN: 2214-7160, 2214-7160
    Veröffentlicht: Amsterdam Elsevier 2016
    Veröffentlicht in Operations Research Perspectives (2016)
    “… The immediate goal of automatic algorithm configuration is to find, automatically, the best parameter settings of an optimizer …”
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  2. 2

    ParamILS: An Automatic Algorithm Configuration Framework von Hutter, F., Hoos, H. H., Leyton-Brown, K., Stuetzle, T.

    ISSN: 1076-9757, 1076-9757, 1943-5037
    Veröffentlicht: San Francisco AI Access Foundation 30.10.2009
    Veröffentlicht in The Journal of artificial intelligence research (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 von Ghambari, Soheila, Rakhshani, Hojjat, Lepagnot, Julien, Jourdan, Laetitia, Idoumghar, Lhassane

    ISSN: 1432-7643, 1433-7479
    Veröffentlicht: Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2022
    Veröffentlicht in 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 von Li, Yuchen, Wang, Handing

    ISSN: 2210-6502
    Veröffentlicht: Elsevier B.V 01.08.2025
    Veröffentlicht in 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 von Wen, Bing, Wang, Sumin, Sun, Fasheng

    ISSN: 0303-6898, 1467-9469
    Veröffentlicht: Oxford Blackwell Publishing Ltd 01.09.2025
    Veröffentlicht in 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 von Eryoldaş, Yasemin, Durmuşoglu, Alptekin

    ISSN: 2076-3417, 2076-3417
    Veröffentlicht: Basel MDPI AG 01.07.2022
    Veröffentlicht in Applied sciences (01.07.2022)
    “… In this paper, we will briefly explain the automatic algorithm configuration problem and then survey …”
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  7. 7

    Grammar-based generation of stochastic local search heuristics through automatic algorithm configuration tools von Mascia, Franco, López-Ibáñez, Manuel, Dubois-Lacoste, Jérémie, Stützle, Thomas

    ISSN: 0305-0548, 1873-765X, 0305-0548
    Veröffentlicht: Kidlington Elsevier Ltd 01.11.2014
    Veröffentlicht in 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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  8. 8

    Latin Hypercube Designs with Branching and Nested Factors for Initialization of Automatic Algorithm Configuration von Wessing, Simon, López-Ibáñez, Manuel

    ISSN: 1530-9304, 1530-9304
    Veröffentlicht: United States 01.03.2019
    Veröffentlicht in 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 von Adamo, Tommaso, Ghiani, Gianpaolo, Grieco, Antonio, Guerriero, Emanuela, Manni, Emanuele

    ISSN: 0305-0548, 1873-765X, 0305-0548
    Veröffentlicht: New York Elsevier Ltd 01.07.2017
    Veröffentlicht in 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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  10. 10

    Effect of transformations of numerical parameters in automatic algorithm configuration von Franzin, Alberto, Pérez Cáceres, Leslie, Stützle, Thomas

    ISSN: 1862-4472, 1862-4480
    Veröffentlicht: Berlin/Heidelberg Springer Berlin Heidelberg 01.12.2018
    Veröffentlicht in Optimization letters (01.12.2018)
    “… We study the impact of altering the sampling space of parameters in automatic algorithm configurators …”
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  11. 11

    An Automatic Configuration Algorithm for Reliable and Efficient Composite Services von Imed, Abbassi, Graiet, Mohamed

    ISSN: 1932-4537, 1932-4537
    Veröffentlicht: 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 von Diaz, Juan Esteban, López-Ibáñez, Manuel

    ISSN: 0377-2217, 1872-6860
    Veröffentlicht: Elsevier B.V 16.03.2021
    Veröffentlicht in European journal of operational research (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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  13. 13

    Exploring variable neighborhood search for automatic algorithm configuration von Pérez Cáceres, Leslie, Stützle, Thomas

    ISSN: 1571-0653, 1571-0653
    Veröffentlicht: Elsevier B.V 01.04.2017
    Veröffentlicht in Electronic notes in discrete mathematics (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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  14. 14

    On automatic algorithm configuration of vehicle routing problem solvers von Rasku, Jussi, Musliu, Nysret, Kärkkäinen, Tommi

    ISSN: 2367-3591, 2367-3605
    Veröffentlicht: Cham Springer International Publishing 01.12.2019
    Veröffentlicht in 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 von de Souza, Marcelo, Ritt, Marcus, López-Ibáñez, Manuel

    ISSN: 0305-0548, 1873-765X, 0305-0548
    Veröffentlicht: New York Elsevier Ltd 01.03.2022
    Veröffentlicht in 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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  16. 16

    Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms von Bezerra, Leonardo C. T., Lopez-Ibanez, Manuel, Stutzle, Thomas

    ISSN: 1089-778X, 1941-0026
    Veröffentlicht: New York IEEE 01.06.2016
    Veröffentlicht in IEEE transactions on evolutionary computation (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 von Alfaro-Fernández, Pedro, Ruiz, Rubén, Pagnozzi, Federico, Stützle, Thomas

    ISSN: 0377-2217, 1872-6860
    Veröffentlicht: Elsevier B.V 01.05.2020
    Veröffentlicht in European journal of operational research (01.05.2020)
    “… •We present an Automatic Algorithm Design system for the hybrid flowshop problem …”
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  18. 18

    Automatic generation of iterated greedy algorithms for the non-permutation flow shop scheduling problem with total completion time minimization von Brum, Artur, Ruiz, Rubén, Ritt, Marcus

    ISSN: 0360-8352
    Veröffentlicht: Elsevier Ltd 01.01.2022
    Veröffentlicht in 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 von Lopez-Ibanez, M., Stutzle, T.

    ISSN: 1089-778X, 1941-0026
    Veröffentlicht: New York, NY IEEE 01.12.2012
    Veröffentlicht in IEEE transactions on evolutionary computation (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 von Himmich, Ilyas, Er Raqabi, El Mehdi, El Hachemi, Nizar, El Hallaoui, Issmaïl, Metrane, Abdelmoutalib, Soumis, François

    ISSN: 0305-0548
    Veröffentlicht: Elsevier Ltd 01.11.2023
    Veröffentlicht in 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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