The Analysis of Evolutionary Algorithms—A Proof That Crossover Really Can Help

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Computing, Computer Science, Algorithms +14

Optimal Mutation Rates in Genetic Search

Thomas Bäck · 1993 · 372 citations

Life Sciences, Evolutionary Biology, Evolutionary Theory +11

How Genetic Algorithms Really Work: Mutation and Hillclimbing.

Heinz Mühlenbein · Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft) · 1992 · 370 citations

Architecture, Computational Engineering, Algorithms +9

Rigorous Hitting Times for Binary Mutations

Josselin Garnier, Leila Kallel, Marc Schoenauer · Evolutionary Computation · 1999 · 169 citations · Full text

Architecture, Evolutionary Biology, Algorithms +15

A Rigorous Complexity Analysis of the (1 + 1) Evolutionary Algorithm for Separable Functions with Boolean Inputs

Stefan Droste, Thomas Jansen, Ingo Wegener · Evolutionary Computation · 1998 · 119 citations

Computing, Computer Science, Mathematics +17