Aggregation in Large-Scale Optimization (Applied Optimization)

Description:

The volume contains exact, approximate and iterative aggregation in large-scale optimization. Aggregation-disaggregation techniques provide a set of tools to cope with large optimization problems by: *combining data, *using an auxiliary (aggregated) problem, which is reduced in size and/or complexity relative to the original problem, *analyzing error by solving a simpler problem than the original one. Audience: This volume is suitable for specialists in operations research, optimization, and optimal control.

subjects: Mathematical optimization,  System analysis,  Optimization,  Science/Mathematics,  Mathematics,  General,  Probability & Statistics - General,  Programming - General,  Mathematics / Linear Programming,  System theory,  Calculus of Variations and Optimal Control; Optimization,  Control Systems Theory,  Mathematical Modeling and Industrial Mathematics