Metamodel-assisted optimization based on multiple kernel regression for mixed variables

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

Natural Sciences, Evolutionary Biology, Algorithms +10

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

Surrogate-based analysis and optimization

Néstor V. Queipo, Raphael T. Haftka, Tushar Goel et al. · Progress in Aerospace Sciences · 2005 · 2.3K citations · Full text

Architecture, Computational Engineering, Systems Engineering +12

Recent advances in surrogate-based optimization

Alexander I. J. Forrester, Andy J. Keane · Progress in Aerospace Sciences · 2009 · 2.3K citations

Natural Sciences, Computational Engineering, Mathematics +14

An Introduction to Categorical Data Analysis

Gerald Musiol · Computational Statistics & Data Analysis · 1997 · 2K citations

Public Health, Biostatistics, Categorical Data Analysis +10