A generation-based optimal restart strategy for surrogate-assisted social learning particle swarm optimization

Design and Analysis of Computer Experiments

Jerome Sacks, William J. Welch, Toby J. Mitchell et al. · Statistical Science · 1989 · 7K citations · Full text

Computing, Computer Engineering, Computer Science +12

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

Joaquín Derrac, Salvador García, Daniel Molina et al. · Swarm and Evolutionary Computation · 2011 · 5.4K citations

Computing, Computer Science, Artificial Intelligence +14

Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization

Ponnuthurai Nagaratnam Suganthan, Nikolaus Hansen, Jing Liang et al. · 2005 · 2.6K citations

Natural Sciences, Computer Science, Optimization +7

A study on the use of non-parametric tests for analyzing the evolutionary algorithms’ behaviour: a case study on the CEC’2005 Special Session on Real Parameter Optimization

Salvador García, Daniel Molina, Manuel Lozano et al. · Journal of Heuristics · 2008 · 1.7K citations

Architecture, Computational Engineering, Algorithms +12

Review of Metamodeling Techniques in Support of Engineering Design Optimization

G. Gary Wang, S. Shan · Journal of Mechanical Design · 2006 · 1.7K citations

Architecture, Computational Engineering, Design +10