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The aim of this volume is to show how Fuzzy Sets and Systems can help to provide robust and adaptive heuristic optimization algorithms in a variety of situations. The book presents the state of the art and gives a broad overview on the real practical applications that Fuzzy Sets, based on heuristic algorithms, have. TOC:Soft Computing and Metaheuristics.- Heuristics and Mathematical Programming.- Practical Heuristic Algorithms.- Applications to Real World Problems.