Concepedia

Agent-based Optimization

Agent-Based Optimization is a computational methodology within agent-based design that leverages autonomous, interacting agents to explore and adaptively refine solutions in complex search spaces, distinguishing itself from conventional optimization techniques through decentralized decision-making and emergent coordination.

932

Publications

46.5K

Citations

2.5K

Authors

942

Institutions

Publications per year

2017–2026

295

Parents

Publications

932

Ant colony system: a cooperative learning approach to the traveling salesman problem

Marco Dorigo, Luca Maria Gambardella · IEEE Transactions on Evolutionary Computation · 1997 · 8K citations

, , +16

The Gaia Methodology for Agent-Oriented Analysis and Design

Michael Wooldridge, Nicholas R. Jennings, David Kinny · Autonomous Agents and Multi-Agent Systems · 2000 · 1.9K citations · Full text

, , +13

Ant system for Job-shop scheduling

Alberto Colorni, Marco Dorigo, Vittorio Maniezzo et al. · Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) · 1994 · 618 citations

, , +16

A Multiagent-Based Particle Swarm Optimization Approach for Optimal Reactive Power Dispatch

Bo Zhao, Chuangxin Guo, Yijia Cao · IEEE Transactions on Power Systems · 2005 · 596 citations

, , +15

Agent-based computational finance: Suggested readings and early research

Blake LeBaron · Journal of Economic Dynamics and Control · 2000 · 560 citations

, , +15

1–5 of 932

Authors

2.5K

  1. SC
    Shu‐Heng Chen

    National Chengchi University, Taiwan

    8 publications · 511 citations

    7

    h-index

  2. SK
    Sven Koenig

    University of Southern California, United States

    6 publications · 341 citations

    6

    h-index

  3. MT
    Milind Tambe

    University of Southern California, United States

    6 publications · 391 citations

    6

    h-index

  4. NR
    Nicholas R. Jennings

    University of Southampton, United Kingdom

    5 publications · 548 citations

    6

    h-index

  5. MZ
    Mostafa Z. Ali

    Jordan University of Science and Technology, Jordan

    6 publications · 153 citations

    6

    h-index

1–5 of 2.5K

Institutions

942

  1. Delft University of Technology

    Delft, The Netherlands

    12 h-index

    29 publications

    1K citations

  2. University of Southern California

    Los Angeles, United States

    12 h-index

    39 publications

    2.2K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    25 publications

    868 citations

  4. Ben-Gurion University of the Negev

    Beersheba, Israel

    10 h-index

    29 publications

    2.4K citations

  5. University of Southampton

    Southampton, United Kingdom

    10 h-index

    20 publications

    2K citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    25 publications

    829 citations

  7. Nanyang Technological University

    Singapore, Singapore

    9 h-index

    18 publications

    678 citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    9 h-index

    17 publications

    866 citations

1–8 of 942

Venues

  1. Expert Systems with Applications

    13 publications · 381 citations

    12

    h-index

  2. Computers & Industrial Engineering

    13 publications · 651 citations

    12

    h-index

  3. arXiv (Cornell University)

    Repository · 12 publications · 317 citations

    12

    h-index

  4. Applied Energy

    11 publications · 878 citations

    12

    h-index

  5. European Journal of Operational Research

    10 publications · 644 citations

    10

    h-index

1–5