Evolutionary algorithms with preference polyhedron for interval multi-objective optimization problems

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 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

Multiple Objective Optimization with Vector Evaluated Genetic Algorithms

J. David Schaffer · international conference on Genetic algorithms · 1985 · 2.6K citations

Natural Sciences, Mathematics, Algorithms +8

HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization

Johannes Bader, Eckart Zitzler · Evolutionary Computation · 2010 · 2.1K citations

Computing, Computer Science, Algorithms +15

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