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The DEAP library (a Python library for EAs) contains some benchmarks. In particular, you may want to look at the following functions Function(s) Reference/paper kursawe ? schaffer_mo [1] dtlz1, dtlz2, dtlz3, dtlz4, dtlz5, dtlz6, dtlz7 [2] fonseca [3] poloni [4] dent [5] Besides the DEAP library repository, you might want to look at several well ...


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(Disclaimer: although I have never seen a formal definition of unknown search space, here is my attempt to define it based on my knowledge of search and search algorithms in machine learning and evolutionary algorithms; I am aware of a definition of unknown environment (see chapter 2, p. 44, of Norvig and Russell's AI book), but that definition is different ...


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