Concepedia

Adaptive Heuristic Selection

Adaptive Heuristic Selection is a decision-making framework that, as a subclass of bounded rationality models, dynamically chooses among available heuristics based on environmental cues and performance feedback to optimize behavior under cognitive and informational constraints.

22

Publications

1.1K

Citations

68

Authors

43

Institutions

Publications per year

2017–2026

7

Parents

Publications

22

Direction Choice for Accelerated Convergence in Hit-and-Run Sampling

David E. Kaufman, Robert L. Smith · Operations Research · 1998 · 188 citations

, , +14

The evolved basis and adaptive functions of cognitive distortions

Paul Gilbert · British Journal of Medical Psychology · 1998 · 167 citations

, , +13

A general deep reinforcement learning hyperheuristic framework for solving combinatorial optimization problems

Jakob Vigerust Kallestad, Ramin Hasibi, Ahmad Hemmati et al. · European Journal of Operational Research · 2023 · 79 citations · Full text

, , +16

Accelerating autonomous learning by using heuristic selection of actions

Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna Helena Reali Costa · Journal of Heuristics · 2007 · 79 citations

, , +11

On the runtime analysis of selection hyper-heuristics with adaptive learning periods

Benjamin Doerr, Andrei Lissovoi, Pietro S. Oliveto et al. · Proceedings of the Genetic and Evolutionary Computation Conference · 2018 · 62 citations · Full text

, , +15

1–5 of 22

Authors

68

  1. AS
    Amr Soghier

    University of Nottingham, United Kingdom

    2 publications · 61 citations

    2

    h-index

  2. RQ
    Rong Qu

    University of Nottingham, United Kingdom

    2 publications · 61 citations

    2

    h-index

  3. KF
    Kamil Fuławka

    Uniwersytet SWPS, Poland

    1 publications · 36 citations

    1

    h-index

  4. RH
    Raoul H. S. Philipse

    University of Oxford, United Kingdom

    1 publications · 54 citations

    1

    h-index

  5. MS
    Michèle Sébag

    Centre National de la Recherche Scientifique, France

    1 publications · 31 citations

    1

    h-index

1–5 of 68

Institutions

43

  1. University of Nottingham

    Nottingham, United Kingdom

    2 h-index

    4 publications

    122 citations

  2. Max Planck Institute for Human Development

    Berlin, Germany

    2 h-index

    3 publications

    72 citations

  3. Tinbergen Institute

    Rotterdam, The Netherlands

    1 h-index

    2 publications

    108 citations

  4. Universidad de Granada

    Granada, Spain

    1 h-index

    2 publications

    72 citations

  5. University of Antwerp

    Antwerp, Belgium

    1 h-index

    1 publications

    79 citations

  6. University of Amsterdam

    Amsterdam, The Netherlands

    1 h-index

    2 publications

    108 citations

  7. Northwestern Polytechnical University

    Xi'an, China

    1 h-index

    2 publications

    34 citations

  8. City, University of London

    London, United Kingdom

    1 h-index

    2 publications

    50 citations

1–8 of 43

Venues

  1. Judgment and Decision Making

    2 publications · 61 citations

    2

    h-index

  2. Journal of Heuristics

    1 publications · 79 citations

    1

    h-index

  3. 1

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 22 citations

    1

    h-index

  5. European Journal of Operational Research

    1 publications · 79 citations

    1

    h-index

1–5