Constrained and unconstrained optimization
Indian Institute of Technology, Kharagpur and NPTEL via Swayam
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Overview
INTENDED AUDIENCE : PG student,M. Sc
PREREQUISITES : B.Sc with Mathematics as a subject
INDUSTRY SUPPORT : Purely academic course. The content is helpful for all industries who deal with mathematical programming techniques.
Syllabus
COURSE LAYOUT
Week 1: Linear Programming ProblemWeek 2: LPP with artificial variableWeek 3: More on LPP & Introduction to sensitivity AnalysisWeek 4: Sensitivity and dualityWeek 5: Revised and Dual simplex methodWeek 6: Discussion on application with examplesWeek 7: Unconstrained optimization with single variableWeek 8: Discussion on Elimination techniquesWeek 9: Unconstrained optimization with multiple variableWeek 10:KKT conditionsWeek 11:Constrained optimization – direct methodWeek 12:Constrained optimization – indirect methodTaught by
Prof. Adrijit Goswami, Prof. Debjani Chakraborty
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