Concepedia

Constraint Satisfaction Modeling

Constraint Satisfaction Modeling is a computational modeling approach that belongs to the class of constraint-based methods, differing from its siblings by explicitly representing domain knowledge as a set of constraints whose simultaneous satisfaction determines valid solutions within a defined problem space.

456

Publications

24.8K

Citations

988

Authors

402

Institutions

Publications per year

2017–2026

51

Parents

Publications

456

Minimizing conflicts: a heuristic repair method for constraint satisfaction and scheduling problems

Steven Minton, Mark Johnston, Andrew B. Philips et al. · Artificial Intelligence · 1992 · 833 citations

, , +14

Learning-Based Model Predictive Control: Toward Safe Learning in Control

Lukas Hewing, Kim P. Wabersich, Marcel Menner et al. · Annual Review of Control Robotics and Autonomous Systems · 2019 · 769 citations · Full text

, , +12

Semiring-based constraint satisfaction and optimization

Stefano Bistarelli, Ugo Montanari, Francesca Rossi · Journal of the ACM · 1997 · 629 citations · Full text

, , +16

Bidirectional reasoning in decision making by constraint satisfaction.

Keith J. Holyoak, Dan Simon · Journal of Experimental Psychology General · 1999 · 412 citations

, , +11

A new algorithm for optimal 2-constraint satisfaction and its implications

Ryan Williams · Theoretical Computer Science · 2005 · 401 citations

, , +11

1–5 of 456

Authors

988

  1. DS
    Dan Simon

    University of Southern California, United States

    10 publications · 1.3K citations

    10

    h-index

  2. EC
    Eugene C. Freuder

    University of New Hampshire, United States

    11 publications · 438 citations

    10

    h-index

  3. RB
    Roman Barták

    Charles University, Czechia

    11 publications · 481 citations

    10

    h-index

  4. IM
    Ian Miguel

    University of St Andrews, United Kingdom

    8 publications · 278 citations

    8

    h-index

  5. KJ
    Keith J. Holyoak

    University of California, Los Angeles, United States

    7 publications · 1.3K citations

    7

    h-index

1–5 of 988

Institutions

402

  1. University of Southern California

    Los Angeles, United States

    12 h-index

    24 publications

    2.8K citations

  2. Charles University

    Prague, Czechia

    11 h-index

    14 publications

    704 citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    10 h-index

    20 publications

    920 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    9 h-index

    21 publications

    2.1K citations

  5. Universitat Politècnica de Catalunya

    Barcelona, Spain

    8 h-index

    19 publications

    787 citations

  6. University of California, Los Angeles

    Los Angeles, United States

    7 h-index

    9 publications

    913 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    13 publications

    433 citations

  8. ETH Zurich

    Zurich, Switzerland

    6 h-index

    15 publications

    3.7K citations

1–8 of 402

Venues

  1. Artificial Intelligence

    18 publications · 2.7K citations

    17

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 402 citations

    9

    h-index

  3. Journal of Artificial Intelligence Research

    JAIR · 8 publications · 518 citations

    8

    h-index

  4. Constraints

    8 publications · 351 citations

    7

    h-index

  5. Cognitive Science

    6 publications · 672 citations

    6

    h-index

1–5