A Multiobjective Evolutionary Algorithm using Gaussian Process based Inverse ModelingView Dr. Ran Cheng's Other Codes
Implementation 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:
|Authors||Ran Cheng , Yaochu Jin, Kaname Narukawa and Bernhard Sendhoff|
|Journal/Conference Name||IEEE Transactions on Evolutionary Computation|
|Paper Category||Computer Science|
|Date of publication||2015|
|Code Programming Language||MATLAB|