18ME754 Optimization Techniques VTU CBCS Notes

18ME754 Optimization Techniques VTU CBCS Notes

Here you can download the VTU 2018 Scheme Notes, Question Papers, and Study materials of 18ME754 Optimization Techniques of the Mechanical Engineering department.

University Name: Visvesvaraya Technological University (VTU), Belagavi

Branch Name: Mechanical Engineering – ME

Semester: 7th (4th Year BE)

Subject Code and Subject Name: 18ME754 Optimization Techniques

Scheme of Examination: 2018 Scheme

Marks Distribution: 40 Marks for Continuous Internal Assessment and 60 Marks for Semester end examination

Important Concepts discussed:

1st Module covers “Single variable optimization: Necessary and sufficient conditions, Multivariable optimization with no constraints: Necessary and sufficient conditions”

2nd Module covers “Nonlinear Programming: One-Dimensional Minimization Methods, Introduction, Unimodal Function, Elimination methods”

3rd Module covers “Direct search methods: Classification of unconstrained minimization methods, rate of convergence”

4th Module covers “Gradient of a function, Steepest descent method, Fletcher Reeves method, Newton’s method, Davidson-Fletcher-Powell method.”

5th Module covers “Integer Programming: Introduction, Graphical representation, Gomory’s cutting plane method”

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