Credits: 3 (3-0-0)
Overlaps with: MTL103, MTL625, MTL704, APL771, MCL742
Description
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.
Prerequisite Tree
flowchart TD
CLL782-159[CLL782]
CLL222-159 --> CLL122-159[CLL122]
CLL352-159 --> CLL252-159[CLL252]
CLL252-159 --> CLL110-159[CLL110]
CLL782-159 --> CLL222-159[CLL222]
CLL782-159 --> CLL352-159[CLL352]
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