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FrEAKFree Evolutionary Algorithm KitModule Developer’s GuideProject group 427Patrick Briest Dimo BrockhoffBastian Degener Matthias EnglertChristian Gunia Oliver HeeringMichael Leifhelm Kai PlociennikHeiko Ro¨glin Andrea SchweerDirk Sudholt Stefan TannenbaumThomas Jansen Ingo WegenerVersion 0.2February 10, 2004Contents1 Introduction 32 Basic Concepts 42.1 About Modules . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 42.2 Properties . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 52.3 Individuals and Populations . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62.4 The Event System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 Implementing Search Spaces 103.1 Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 103.2 Implementing the Search Space Permutation . . . . . . . . . . . . . . . . . . 103.3 Dimension and Size of Search Spaces . . . . . . . . . . . . . . . . . . . . . . . 113.4 The Genotype . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133.5 Finishing the Implementation of Permutation . . . . . . . . . . . . . . . . . . 154 Implementing Fitness Functions and Fitness Transformers 174.1 Overview of Fitness Functions . . . . . . . . . . . . . . . . . . . . . . . . . . . 174.2 The Class AbstractSingleObjectiveFitnessFunction . . . . . . . . . . . . . . . 184.3 The Class ...