Concepedia

Evolutionary Neural Design

Evolutionary Neural Design is a computational framework within evolutionary architecture that integrates principles of natural selection and neural network optimization to autonomously generate and refine artificial neural networks through iterative variation, evaluation, and selection processes.

52

Publications

3.5K

Citations

157

Authors

75

Institutions

Publications per year

2017–2026

15

Parents

Publications

52

Designing neural networks using genetic algorithms

Geoffrey F. Miller, Peter M. Todd, Shailesh Hegde · international conference on Genetic algorithms · 1989 · 739 citations

, , +13

Designing neural networks through neuroevolution

Kenneth O. Stanley, Jeff Clune, Joel Lehman et al. · Nature Machine Intelligence · 2018 · 689 citations

, , +11

Towards designing artificial neural networks by evolution

Xin Yao, Yong Liu · Applied Mathematics and Computation · 1998 · 148 citations

, , +10

Biological engineering applications of feedforward neural networks designed and parameterized by genetic algorithms

Konstantinos P. Ferentinos · Neural Networks · 2005 · 124 citations

, , +15

Autonomous deep learning: A genetic DCNN designer for image classification

Benteng Ma, Xiang Li, Yong Xia et al. · Neurocomputing · 2019 · 115 citations

, , +11

1–5 of 52

Authors

157

  1. HB
    Hossein Bonakdari

    Razi University, Iran

    3 publications · 192 citations

    3

    h-index

  2. HA
    Hamed Azimi

    Razi University, Iran

    2 publications · 167 citations

    2

    h-index

  3. BG
    Bahram Gharabaghi

    University of Guelph, Canada

    2 publications · 108 citations

    2

    h-index

  4. KB
    Karthik Balakrishnan

    Stanford University, United States

    2 publications · 113 citations

    2

    h-index

  5. AJ
    Ali Jamali

    University of Guilan, Iran

    2 publications · 153 citations

    2

    h-index

1–5 of 157

Institutions

75

  1. Razi University

    Kermanshah, Iran

    3 h-index

    11 publications

    743 citations

  2. Sichuan University

    Chengdu, China

    2 h-index

    6 publications

    255 citations

  3. Universidad Carlos III de Madrid

    Madrid, Spain

    2 h-index

    6 publications

    231 citations

  4. Chengdu University

    Chengdu, China

    2 h-index

    6 publications

    255 citations

  5. University of Guilan

    Rasht, Iran

    2 h-index

    5 publications

    404 citations

  6. Oklahoma State University

    Stillwater, United States

    2 h-index

    2 publications

    85 citations

  7. University of Guelph

    Guelph, Canada

    2 h-index

    3 publications

    133 citations

  8. Victoria University of Wellington

    Wellington, New Zealand

    1 h-index

    2 publications

    54 citations

1–8 of 75

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 28 citations

    2

    h-index

  2. 2

    h-index

  3. Neural Computing and Applications

    2 publications · 118 citations

    2

    h-index

  4. IEEE Transactions on Evolutionary Computation

    2 publications · 85 citations

    2

    h-index

  5. Expert Systems with Applications

    2 publications · 55 citations

    2

    h-index

1–5