Concepedia

Approximate Optimization

Approximate Optimization is a computational strategy within the domain of bounded rationality that, as a method, prescribes the use of simplified models or heuristics to yield solutions that are sufficiently close to the optimal outcome when exact optimization is infeasible due to cognitive, temporal, or informational constraints.

736

Publications

47.3K

Citations

1.9K

Authors

721

Institutions

Publications per year

2017–2026

340

Parents

Publications

736

Distributed Subgradient Methods for Multi-Agent Optimization

Angelia Nedić, Asuman Ozdaglar · IEEE Transactions on Automatic Control · 2009 · 3.7K citations

, , +16

On the Convergence of Pattern Search Algorithms

Virginia Torczon · SIAM Journal on Optimization · 1997 · 1.3K citations

, , +14

Equivalent capacity and its application to bandwidth allocation in high-speed networks

R. Guérin, H. Ahmadi, M. Naghshineh · IEEE Journal on Selected Areas in Communications · 1991 · 1.3K citations · Full text

, , +17

Conditional likelihood maximisation: a unifying framework for information theoretic feature selection

Gavin Brown, Adam Pocock, Mingjie Zhao et al. · Research Explorer (The University of Manchester) · 2012 · 1.1K citations · Full text

, , +13

Approximate dynamic programming for real-time control and neural modeling

Paul J. Werbos · Medical Entomology and Zoology · 1992 · 977 citations

, , +15

1–5 of 736

Authors

1.9K

  1. SK
    Satoshi KITAYAMA

    Kanazawa University, Japan

    13 publications · 588 citations

    12

    h-index

  2. RS
    Ruslan Shaydulin

    Argonne National Laboratory, United States

    15 publications · 626 citations

    12

    h-index

  3. JE
    John E. Renaud

    University of Notre Dame, United States

    11 publications · 528 citations

    10

    h-index

  4. YA
    Yuri Alexeev

    Argonne National Laboratory, United States

    10 publications · 384 citations

    10

    h-index

  5. EF
    Edward Farhi

    Massachusetts Institute of Technology, United States

    9 publications · 952 citations

    9

    h-index

1–5 of 1.9K

Institutions

721

  1. Argonne National Laboratory

    Lemont, United States

    18 h-index

    40 publications

    2K citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    16 h-index

    27 publications

    5.8K citations

  3. University of California, Berkeley

    Berkeley, United States

    15 h-index

    24 publications

    2.6K citations

  4. Kanazawa University

    Kanazawa, Japan

    12 h-index

    31 publications

    1.4K citations

  5. Google (United States)

    Mountain View, United States

    12 h-index

    102 publications

    38.2K citations

  6. University of Notre Dame

    Notre Dame, United States

    12 h-index

    29 publications

    1.3K citations

  7. University of California, Los Angeles

    Los Angeles, United States

    11 h-index

    12 publications

    669 citations

  8. Yonsei University

    Seoul, South Korea

    11 h-index

    20 publications

    499 citations

1–8 of 721

Venues

  1. arXiv (Cornell University)

    Repository · 57 publications · 2.7K citations

    28

    h-index

  2. Physical review. A/Physical review, A

    PRA · 24 publications · 1.3K citations

    19

    h-index

  3. Structural and Multidisciplinary Optimization

    19 publications · 1.8K citations

    17

    h-index

  4. Quantum

    15 publications · 1.2K citations

    13

    h-index

  5. Physical Review Research

    12 publications · 537 citations

    12

    h-index

1–5