Optimization Theory and Methods

ENG SE 524

Introduction to optimization problems and algorithms emphasizing problem formulation, basic methodologies, and underlying mathematical structures. Classical optimization theory as well as recent advances in the field. Topics include modeling issues and formulations, simplex method, duality theory, sensitivity analysis, large-scale optimization, integer programming, interior-point methods, non-linear programming optimality conditions, gradient methods, and conjugate direction methods. Applications are considered; case studies included. Extensive paradigms from production planning and scheduling in manufacturing systems. Other illustrative applications include fleet management, air traffic flow management, optimal routing in communication networks, and optimal portfolio selection. Meets with ENGEC524. Students may not receive credit for both.

FALL 2014 Schedule

Section Instructor Location Schedule Notes
A1 Paschalidis PHO 205 TR 2:00 pm-4:00 pm Mts w/ENG EC524

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