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Optimization Techniques (PS807)

Programme: 

M.Tech (P&ES)

Semester: 

First

Category: 

Elective Courses (Ele)

Credits (L-T-P): 

03 (3-0-0)

Content: 

Linear Programming: Simplex method and extensions. Network models: Shortest path, maximum flow and minimum cost problems. Dynamic programming: resource allocation, production scheduling and equipment replacement problem. Non-linear programming: selected unconstrained and constrained non-linear programming algorithms like quasi Newton, reduced gradient and gradient projection methods. Penalty function methods, Quadratic programming.

References: 

1. Lueneburger , Linear and Non linear Programming, McGraw-Hill.
2. Fletcher, Optimization techniques, John Wiley and Sons.

Department: 

Electrical and Electronics Engineering
 

Contact us

Venkatesa Perumal
Associate Professor and Head of the Department
Department of Electrical and Electronics Engineering
National Institute of Technology Karnataka, Surathkal
Srinivasnagar, Surathkal, Mangalore-575025. Karnataka, India.
Ph : +91-824-2473045
Fax: +91-824-2474039
E-mail: hodee[AT]nitk[DOT]ac[DOT]in

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