This book provides an introduction to the mathematical theory of
optimization. It emphasizes the convergence theory of nonlinear
optimization algorithms and applications of nonlinear optimization
to combinatorial optimization. Mathematical Theory of Optimization
includes recent developments in global convergence, the Powell
conjecture, semidefinite programming, and relaxation techniques for
designs of approximation solutions of combinatorial optimization
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