Concepedia

Genetic Algorithm-based Orientation Optimization

Genetic Algorithm-Based Orientation Optimization is a computational method within the domain of build orientation planning that employs principles of natural selection and genetic variation to systematically evolve optimal part orientations for additive manufacturing, distinguishing itself from alternative optimization approaches through its use of evolutionary heuristics to navigate complex, multi-objective design spaces.

60

Publications

3.7K

Citations

169

Authors

84

Institutions

Publications per year

2017–2026

24

Parents

Publications

60

Optimal design of planar and space structures with genetic algorithms

Fuat Erbatur, O. Hasançebi, İlker Tütüncü et al. · Computers & Structures · 2000 · 311 citations · Full text

, , +16

Evolutionary techniques in optimizing machining parameters: Review and recent applications (2007–2011)

Norfadzlan Yusup, Azlan Mohd Zain, Siti Zaiton Mohd Hashim · Expert Systems with Applications · 2012 · 264 citations

, , +14

Build orientation optimization for multi-part production in additive manufacturing

Yicha Zhang, Alain Bernard, Ramy Harik et al. · Journal of Intelligent Manufacturing · 2015 · 188 citations

, , +16

Optimal part deposition orientation in FDM by using a multicriteria genetic algorithm

Pulak M. Pandey, K. Thrimurthulu, N. Venkata Reddy · International Journal of Production Research · 2004 · 187 citations

, , +14

Machining fixture locating and clamping position optimization using genetic algorithms

Necmettin Kaya · Computers in Industry · 2005 · 179 citations

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1–5 of 60

Authors

169

  1. YF
    Yaoyao Fiona Zhao

    McGill University, Canada

    2 publications · 85 citations

    2

    h-index

  2. KP
    K. P. Karunakaran

    Indian Institute of Technology Bombay, India

    2 publications · 221 citations

    2

    h-index

  3. GC
    Giampaolo Campana

    University of Bologna, Italy

    2 publications · 53 citations

    2

    h-index

  4. SP
    S.S. Pande

    Indian Institute of Technology Bombay, India

    2 publications · 209 citations

    2

    h-index

  5. MM
    Mattia Mele

    University of Bologna, Italy

    2 publications · 53 citations

    2

    h-index

1–5 of 169

Institutions

84

  1. Indian Institute of Technology Bombay

    Mumbai, India

    4 h-index

    6 publications

    639 citations

  2. University of Minho

    Braga, Portugal

    3 h-index

    7 publications

    326 citations

  3. Ames National Laboratory

    Ames, United States

    2 h-index

    6 publications

    108 citations

  4. Colorado School of Mines

    Golden, United States

    2 h-index

    2 publications

    36 citations

  5. University of Bologna

    Bologna, Italy

    2 h-index

    6 publications

    140 citations

  6. Iowa State University

    Ames, United States

    2 h-index

    6 publications

    108 citations

  7. McGill University

    Montreal, Canada

    2 h-index

    9 publications

    362 citations

  8. University at Buffalo, State University of New York

    Buffalo, United States

    2 h-index

    5 publications

    198 citations

1–8 of 84

Venues

  1. 6

    h-index

  2. International Journal of Production Research

    3 publications · 313 citations

    3

    h-index

  3. Computers & Structures

    2 publications · 355 citations

    2

    h-index

  4. Additive manufacturing

    2 publications · 206 citations

    2

    h-index

  5. Journal of Manufacturing Systems

    2 publications · 191 citations

    2

    h-index

1–5