A Generative Kriging Surrogate Model for Constrained and Unconstrained Multi-objective Optimization. - Rayan Hussein; Kalyanmoy Deb (GECCO, 2016)

Classifying Metamodeling Methods for Evolutionary Multi-objective Optimization: First Results. - Kalyanmoy Deb; Rayan Hussein; Proteek Chandan Roy; Gregorio Toscano (EMO, 2017)

Metamodeling for multimodal selection functions in evolutionary multi-objective optimization. - Proteek Chandan Roy; Rayan Hussein; Kalyanmoy Deb (GECCO, 2017)

Trust-region based algorithms with low-budget for multi-objective optimization. - Proteek Chandan Roy; Julian Blank; Rayan Hussein; Kalyanmoy Deb (GECCO (Companion), 2018)

Switching Between Metamodeling Frameworks for Efficient Multi-Objective Optimization. - Rayan Hussein; Proteek Chandan Roy; Kalyanmoy Deb (SSCI, 2018)

Trust-Region Based Multi-objective Optimization for Low Budget Scenarios. - Proteek Chandan Roy; Rayan Hussein; Julian Blank; Kalyanmoy Deb (EMO, 2019)

A Taxonomy for Metamodeling Frameworks for Evolutionary Multiobjective Optimization. - Kalyanmoy Deb; Rayan Hussein; Proteek Chandan Roy; Gregorio Toscano Pulido (IEEE Trans. Evol. Comput., 2019)

Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems. - Kalyanmoy Deb; Zhichao Lu; Ian Kropp; Juan Sebastian Hernandez-Suarez; Rayan Hussein; Steven Miller; A. Pouyan Nejadhashemi (IEEE Trans. Evol. Comput., 2023)