Comprises of chapters dealing with modern approaches to global optimization, including different types of heuristics. This handbook covers a broad spectrum of approaches for dealing with global optimization problems. It contains chapters on new exact stochastic and deterministic approaches to continuous and mixed-integer global optimization.