Introduction to Global Optimization

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Global optimization is concerned with the computation and characterization of global optima of nonlinear functions. Global optimization problems are widespread in the mathematical modelling of real world systems for a very broad range of applications. Since the 19070s many new theoretical, algorithmic and computational contributions have helped to solve globally multi-extreme problems arising from important practical applications. This comprehensive textbook covers the fundamentals in global optimization. The second edition includes algorithms, applications, and complexity results for quadratic programming, concave minimization, DC and Lipshitz problems, decomposition algorithms for nonconvex optimization, and nonlinear network flow problems. Each chapter contains illustrative examples and ends with carefully selected exercises, which are designed to help the student to get a grasp of the material and enhance their knowledge of global optimization methods.