Concepedia

Tree-based Genetic Programming

Tree-Based Genetic Programming is a type of genetic programming in which programs are represented as tree structures, where internal nodes correspond to functions and leaf nodes correspond to terminals, enabling hierarchical and modular evolution of solutions through genetic operators such as crossover and mutation.

120

Publications

4.7K

Citations

265

Authors

152

Institutions

Publications per year

2017–2026

30

Parents

Publications

120

Grammar-based Genetic Programming: a survey

Nguyễn Xuân Hoài, Peter A. Whigham, Yin Shan et al. · Genetic Programming and Evolvable Machines · 2010 · 372 citations · Full text

, , +10

A genetic programming approach to automated software repair

Stephanie Forrest, ThanhVu Nguyen, Westley Weimer et al. · 2009 · 239 citations

, , +16

A Comparison of Bloat Control Methods for Genetic Programming

Sean Luke, Liviu Panait · Evolutionary Computation · 2006 · 232 citations

, , +8

A survey of semantic methods in genetic programming

Leonardo Vanneschi, Mauro Castelli, Sara Silva · Genetic Programming and Evolvable Machines · 2014 · 180 citations

, , +11

Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling

Su Nguyen, Mengjie Zhang, Mark Johnston et al. · IEEE Transactions on Cybernetics · 2014 · 162 citations

, , +16

1–5 of 120

Authors

265

  1. MZ
    Mengjie Zhang

    Victoria University of Wellington, New Zealand

    6 publications · 276 citations

    6

    h-index

  2. NX
    Nguyễn Xuân Hoài

    Seoul National University, South Korea

    5 publications · 562 citations

    5

    h-index

  3. KK
    Krzysztof Krawiec

    Poznań University of Technology, Poland

    5 publications · 134 citations

    5

    h-index

  4. DE
    Daryl Essam

    UNSW Sydney, Australia

    4 publications · 190 citations

    4

    h-index

  5. SL
    Sean Luke

    George Mason University, United States

    4 publications · 482 citations

    4

    h-index

1–5 of 265

Institutions

152

  1. Victoria University of Wellington

    Wellington, New Zealand

    9 h-index

    29 publications

    1K citations

  2. Seoul National University

    Seoul, South Korea

    6 h-index

    11 publications

    525 citations

  3. Poznań University of Technology

    Poznan, Poland

    5 h-index

    12 publications

    323 citations

  4. University College Dublin

    Dublin, Ireland

    5 h-index

    9 publications

    532 citations

  5. UNSW Sydney

    Sydney, Australia

    5 h-index

    9 publications

    369 citations

  6. University of Birmingham

    Birmingham, United Kingdom

    4 h-index

    6 publications

    146 citations

  7. University of Applied Sciences Upper Austria

    Wels, Austria

    3 h-index

    13 publications

    832 citations

  8. George Mason University

    Fairfax, United States

    3 h-index

    5 publications

    604 citations

1–8 of 152

Venues

  1. Genetic Programming and Evolvable Machines

    10 publications · 890 citations

    10

    h-index

  2. IEEE Transactions on Evolutionary Computation

    8 publications · 478 citations

    8

    h-index

  3. Evolutionary Computation

    5 publications · 407 citations

    5

    h-index

  4. Expert Systems with Applications

    4 publications · 235 citations

    4

    h-index

  5. Proceedings of the Genetic and Evolutionary Computation Conference

    Conference · 4 publications · 100 citations

    4

    h-index

1–5