CLL782
| CLL782 | |
|---|---|
| process Optimization | |
| Credits | 3 |
| Structure | 3-0-0 |
| Pre-requisites | CLL222, CLL352 |
| Overlaps | MTL103, MTL625, MTL704, APL771, MCL742 |
CLL782 : process Optimization
[edit]Introduction to optimization and applications; classification (LP, NLP, MILP, MINLP), convexity, unimodal vs multimodal. Single variable and multivariable unconstrained optimization methods. Linear programming, branch and bound method for MILP. Constrained optimization: nonlinear programming. Necessary and sufficient conditions of optimality. Quadratic programming. Case studies from chemical industry.