Theory of Evolutionary Computation (eBook, PDF)
eBook, PDF

Theory of Evolutionary Computation (eBook, PDF)

Recent Developments in Discrete Optimization

Redaktion: Doerr, Benjamin; Neumann, Frank
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This edited book reports on recent developments in the theory of evolutionary computation, or more generally the domain of randomized search heuristics.It starts with two chapters on mathematical methods that are often used in the analysis of randomized search heuristics, followed by three chapters on how to measure the complexity of a search heuristic: black-box complexity, a counterpart of classical complexity theory in black-box optimization; parameterized complexity, aimed at a more fine-grained view of the difficulty of problems; and the fixed-budget perspective, which answers the questio...

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