Concepedia

Swarm Training

Swarm Training is a methodological framework within human-swarm interaction that enables the systematic development and refinement of control strategies through iterative learning processes, distinguishing itself by integrating human-in-the-loop feedback to optimize swarm behavior in dynamic environments.

45

Publications

2.4K

Citations

143

Authors

72

Institutions

Publications per year

2017–2026

23

Parents

Publications

45

Cooperative learning in neural networks using particle swarm optimizers

F. van den Bergh, Andries P. Engelbrecht · 2000 · 323 citations · Full text

, , +10

Particle swarms for feedforward neural network training

Rui Mendes, Paulo Cortez, Miguel Rocha et al. · 2003 · 270 citations

, , +16

An improved swarm optimized functional link artificial neural network (ISO-FLANN) for classification

Satchidananda Dehuri, R. Roy, Sung‐Bae Cho et al. · Journal of Systems and Software · 2012 · 134 citations

, , +10

Cohort Intelligence: A Self Supervised Learning Behavior

Anand J. Kulkarni, Ishan Durugkar, Mrinal Kumar · 2013 · 133 citations

, , +12

Training product unit networks using cooperative particle swarm optimisers

F. van den Bergh, Andries P. Engelbrecht · 2002 · 125 citations

, , +7

1–5 of 45

Authors

143

  1. AP
    Andries P. Engelbrecht

    University of Pretoria, South Africa

    7 publications · 699 citations

    7

    h-index

  2. FV
    F. van den Bergh

    University of Pretoria, South Africa

    2 publications · 448 citations

    2

    h-index

  3. NF
    N. Franken

    University of Pretoria, South Africa

    2 publications · 167 citations

    2

    h-index

  4. AR
    Anna Rakitianskaia

    University of Pretoria, South Africa

    2 publications · 47 citations

    2

    h-index

  5. FV
    Federico Venturini

    University of Padua, Italy

    1 publications · 28 citations

    1

    h-index

1–5 of 143

Institutions

72

  1. University of Pretoria

    Pretoria, South Africa

    6 h-index

    12 publications

    752 citations

  2. National University of Defense Technology

    Changsha, China

    2 h-index

    10 publications

    356 citations

  3. Beihang University

    Beijing, China

    2 h-index

    6 publications

    138 citations

  4. University of Technology Malaysia

    Johor Bahru, Malaysia

    2 h-index

    4 publications

    153 citations

  5. Shenzhen University

    Shenzhen, China

    1 h-index

    3 publications

    105 citations

  6. University of Edinburgh

    Edinburgh, United Kingdom

    1 h-index

    1 publications

    54 citations

  7. Robotics Research (United States)

    Cincinnati, United States

    1 h-index

    1 publications

    17 citations

  8. Delos Clinical

    Seville, Spain

    1 h-index

    1 publications

    12 citations

1–8 of 72

Venues

  1. Soft Computing

    3 publications · 69 citations

    3

    h-index

  2. Neural Computing and Applications

    3 publications · 59 citations

    3

    h-index

  3. Knowledge-Based Systems

    2 publications · 73 citations

    2

    h-index

  4. Biochemical Engineering Journal

    BEJ · 1 publications · 38 citations

    1

    h-index

  5. Information Fusion

    1 publications · 54 citations

    1

    h-index

1–5