Concepedia

Cartesian Genetic Programming

Cartesian Genetic Programming is a form of genetic programming that represents programs as directed acyclic graphs arranged in a grid-like Cartesian coordinate system, where nodes correspond to functions and edges represent data flow, differing from traditional tree-based representations by enabling non-linear, modular, and compact encodings.

128

Publications

5.3K

Citations

171

Authors

81

Institutions

Publications per year

2017–2026

41

Variants

Cgp

Parents

Publications

128

A genetic programming approach to designing convolutional neural network architectures

Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao · Proceedings of the Genetic and Evolutionary Computation Conference · 2017 · 503 citations

, , +15

EvoApprox8b:  Library of Approximate Adders and Multipliers for Circuit Design and Benchmarking of Approximation Methods

Vojtěch Mrázek, Radek Hrbáček, Zdeněk Vašíček et al. · 2017 · 343 citations

, , +17

Redundancy and computational efficiency in Cartesian genetic programming

Julian F. Miller, Stephen L. Smith · IEEE Transactions on Evolutionary Computation · 2006 · 269 citations

, , +16

An empirical study of the efficiency of learning boolean functions using a Cartesian Genetic Programming approach

Julian F. Miller · 1999 · 208 citations

, , +15

The Automatic Acquisition, Evolution and Reuse of Modules in Cartesian Genetic Programming

James Alfred Walker, Julian F. Miller · IEEE Transactions on Evolutionary Computation · 2008 · 147 citations

, , +15

1–5 of 128

Authors

171

  1. JF
    Julian F. Miller

    University of York, United Kingdom

    28 publications · 1.4K citations

    20

    h-index

  2. LS
    Lukáš Sekanina

    Brno University of Technology, Czechia

    16 publications · 909 citations

    13

    h-index

  3. GM
    Gul Muhammad Khan

    University of Engineering and Technology Peshawar, Pakistan

    14 publications · 467 citations

    12

    h-index

  4. ZV
    Zdeněk Vašíček

    Brno University of Technology, Czechia

    14 publications · 870 citations

    12

    h-index

  5. SH
    Simon Harding

    University of Liverpool, United Kingdom

    11 publications · 300 citations

    10

    h-index

1–5 of 171

Institutions

81

  1. University of York

    York, United Kingdom

    22 h-index

    66 publications

    3K citations

  2. Brno University of Technology

    Brno, Czechia

    13 h-index

    40 publications

    1.5K citations

  3. University of Engineering and Technology Peshawar

    Peshawar, Pakistan

    12 h-index

    30 publications

    1K citations

  4. Memorial University of Newfoundland

    St. John's, Canada

    8 h-index

    16 publications

    533 citations

  5. Dalle Molle Institute for Artificial Intelligence Research

    Lugano, Switzerland

    5 h-index

    16 publications

    324 citations

  6. Johannes Gutenberg University Mainz

    Mainz, Germany

    4 h-index

    3 publications

    62 citations

  7. TU Dortmund University

    Dortmund, Germany

    4 h-index

    4 publications

    77 citations

  8. University of Salerno

    Fisciano, Italy

    3 h-index

    10 publications

    366 citations

1–8 of 81

Venues

  1. Genetic Programming and Evolvable Machines

    11 publications · 421 citations

    11

    h-index

  2. IEEE Transactions on Evolutionary Computation

    5 publications · 627 citations

    5

    h-index

  3. Evolutionary Computation

    3 publications · 234 citations

    4

    h-index

  4. Applied Soft Computing

    2 publications · 26 citations

    3

    h-index

  5. IEEE Access

    2 publications · 30 citations

    2

    h-index

1–5