Optimization Techniques Lab detailed syllabus scheme for Instrumentation Engineering (IS), 2018 regulation has been taken from the MU official website and presented for the Bachelor of Engineering students. For Course Code, Course Title, Test 1, Test 2, Avg, End Sem Exam, Team Work, Practical, Oral, Total, and other information, do visit full semester subjects post given below.
For 5th Sem Scheme of Instrumentation Engineering (IS), 2018 Pattern, do visit IS 5th Sem Scheme, 2018 Pattern. For the Department Level Optional Course Lab-1 scheme of 5th Sem 2018 regulation, refer to IS 5th Sem Department Level Optional Course Lab-1 Scheme 2018 Pattern. The detail syllabus for optimization techniques lab is as follows.
Optimization Techniques Lab Syllabus for Instrumentation Engineering TE 5th Sem 2018 Pattern Mumbai University
Course Objectives:
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Course Outcomes:
Students will be able to –
- Formulate practical design problems having two design variables and solve graphically and identify the nature of the problem.
- Apply the simplex method algorithm and solve LPP by two-phase simplex method numerically.
- Apply algorithm of simplex method to solve quadratic programming problem numerically.
- Use necessary and sufficient conditions and verify the descent conditions for a given search direction for unconstrained optimization problem.
- Calculate step size along search direction using search methods numerically.
- Apply numerical methods algorithms to solve unconstrained problems.
List of Laboratory Experiments/Assignments:
- Formulate engineering system design problem as an optimization problem. CO1
- Problem formulated in Experiment No. 1 should be solved graphically and identify the nature of problem. CO1
- By using excel solver solve unconstrained and constrained optimization problems create excel worksheets. CO2
- Solve LPP by two-phase simplex method numerically and verify the results by using simulation software CO3
- Solve quadratic programming problem numerically and verify results by using simulation software. CO4
- Verify the descent conditions for a given search direction for unconstrained optimization problem and calculate step size along search direction using Equal Interval Search method numerically and verify results by using simulation software CO5
- Verify the descent conditions for a given search direction for unconstrained optimization problem and calculate step size along search direction using Golden Section Search method numerically and verify results by using simulation software CO5
- Solve nonlinear optimization problems by using numerical optimization methods (indirect) steepest-descent and conjugate-gradient methods verify the results by using simulation software. CO6
- Solve nonlinear optimization problems by using numerical optimization methods (indirect) Newtons methods verify the results by using simulation software. CO6
- Solve nonlinear optimization problems by using numerical optimization methods (indirect) DFP and BFGS methods verify the results by using simulation software. CO6
Case Study: Each student shall solve one practical design optimization problem and submit the case – study report. Any other additional experiments based on syllabus which will help students to understand topic/concept. Oral Examination: Oral examination will be based on entire syllabus Term Work Term work shall consist of minimum Eight experiments / assignments. The distribution of marks for term work shall be as follows: Laboratory work (Experiments/Assignments) : 10 Marks Laboratory work (Programs/Journal. : 10 Marks Attendance : 5 Marks The final certification and acceptance of term work ensures the satisfactory performance of laboratory work and minimum passing in the term work.
For detail Syllabus of all subjects of Instrumentation Engineering (IS) 5th Sem 2018 regulation, visit IS 5th Sem Subjects of 2018 Pattern.