A Multiobjective Evolutionary Algorithm using Gaussian Process based Inverse Modeling
View Dr. Ran Cheng's Other CodesImplementation of a inverse model based MOEA (IM-MOEA).
*To use the programme, please simply run IMMOEA_Main.m
*The non-dominated sorting (P_sort.m) adopted in IMMOEA is the ENS-SS algorithm,
where the source code is provided by Dr. Xingyi Zhang. More details of ENS-SS can be referred to:
X. Zhang, Y. Tian, R. Cheng, and Y. Jin.
An efficient approach to non-dominated sorting for evolutionary multi-objective optimization.
IEEE Transactions on Evolutionary Computation, 2014
*The Gaussian process is realized using the GPML matlab toolbox, downloaded from:
http://www.gaussianprocess.org/gpml/code/matlab/doc/
Authors | Ran Cheng , Yaochu Jin, Kaname Narukawa and Bernhard Sendhoff |
Journal/Conference Name | IEEE Transactions on Evolutionary Computation |
Paper Category | Computer Science |
Paper Abstract | |
Date of publication | 2015 |
Code Programming Language | MATLAB |
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