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Praise for the Third Edition: "This book...guides and leads the reader through the learning path...[e]xamples are stated very clearly and the results are presented with attention to detail." (MAA Reviews) This Fourth Edition explores the latest applications of optimization theory and methods and features the use of MATLAB to reinforce the discussed algorithms.