Operator efficiency in evolutionary algorithms

Faculty of Electrical Engineering and Computing
University of Zagreb

Info: This project deals with efficiency of crossover and mutation operators in evolutionary algorithms.

Papers:

• Picek, Stjepan; Jakobović, Domagoj. From fitness landscape to crossover operator choice // Proceedings of the 2014 conference on Genetic and evolutionary computation (GECCO 2014).815-822

• Picek, Stjepan; Jakobović, Domagoj; Golub, Marin.On the Recombination Operator in the Real-Coded Genetic Algorithms // Proceedings of the 2013 IEEE Congress on Evolutionary Computation. 2013. 3103-3110

• Picek, Stjepan; Golub, Marin; Jakobović, Domagoj. Evaluation of Crossover Operator Performance in Genetic Algorithms with Binary Representation. // Lecture Notes in Computer Science. 6840 (2011) ; 223-230

Tools and data:

• Evolutionary Computation Framework

• Crossover operators in genetic algorithms - statistical analysis

Contact information: Domagoj Jakobovic (domagoj.jakobovic @ fer.hr)

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