Nonlinear Programming: Concepts, Algorithms and Applications
Mathematician - characterization of theoretical properties of optimization, convergence, existence, local convergence rates. Numerical Analyst - implementation of optimization method for efficient and "practical" use. Concerned with ease of computations, numerical stability, performance. Engineer - applies optimization method to real problems.
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