NGPM -- A NSGA-II Program in Matlab v1.4
This program is an implementation of nondominated sorting genetic algorithm II (NSGA-II) proposed by K. Deb. Capabilities:
1. R-NSGA-II: Reference-point-based NSGA-II.
2. Coding: real, integer.
3. GA operator: Intermediate crossover, Gaussian mutation.
4. Constraint handling.
5. Parallel computation of objective function evaluation.
6. Population plot in window.
I write this program because Aravind Seshadri’ program (File ID#10429) could not satisfy my request. I need constraint handling, integer coding to solve a finite element optimization problem. The finite element solution is very time-expensive, thus the parallel computation of objective evaluation is implemented in the code.
Cite As
Song Lin (2024). NGPM -- A NSGA-II Program in Matlab v1.4 (https://www.mathworks.com/matlabcentral/fileexchange/31166-ngpm-a-nsga-ii-program-in-matlab-v1-4), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
Windows macOS LinuxTags
Acknowledgements
Inspired by: NSGA - II: A multi-objective optimization algorithm
Inspired: benpesen/optFUMOLA
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TP_NSGA2/
TP_R-NSGA2/
Version | Published | Release Notes | |
---|---|---|---|
1.6.0.0 | v1.4 [2011-07-26]
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1.5.0.0 | v1.3 [2011-07-15]
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1.4.0.0 | (2011-07-01)v1.1
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1.0.0.0 |