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Randomized search heuristics such as evolutionary algorithms, genetic algorithms, evolution strategies, ant colony and particle swarm optimization turn out to be highly successful for optimization in practice. This book covers the theoretical developments in randomized search heuristics such as runtime analysis, drift analysis and convergence.