CLL782: Difference between revisions
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| credits = 3 | | credits = 3 | ||
| credit_structure = 3-0-0 | | credit_structure = 3-0-0 | ||
| pre_requisites = CLL222, CLL352 | | pre_requisites = [[CLL222]], [[CLL352]] | ||
| overlaps = MTL103, MTL625, MTL704, APL771, MCL742 | | overlaps = [[MTL103]], [[MTL625]], [[MTL704]], [[APL771]], [[MCL742]] | ||
}} | }} | ||
== CLL782 : process Optimization == | == CLL782 : process Optimization == | ||
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. | 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. | ||
Latest revision as of 16:25, 14 April 2026
| CLL782 | |
|---|---|
| process Optimization | |
| Credits | 3 |
| Structure | 3-0-0 |
| Pre-requisites | CLL222, CLL352 |
| Overlaps | MTL103, MTL625, MTL704, APL771, MCL742 |
CLL782 : process Optimization
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.