LOYOLA COLLEGE (AUTONOMOUS), CHENNAI – 600 034
M.Sc. DEGREE EXAMINATION – STATISTICS
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FOURTH SEMESTER – APRIL 2007
ST 4807 – ADVANCED OPERATIONS RESEARCH
Date & Time: 20/04/2007 / 9:00 – 12:00 Dept. No. Max. : 100 Marks
SECTION A
(10 X 2 = 20)
ANSWER ALL QUESTIONS. EACH CARRIES TWO MARKS
- What is a pure integer programming problem?
- Write down the formula for mixed cut.
- What is the basic principle used in Dynamic Programming?
- What do you mean by problem of dimensionality?
- When do you use e-model in stochastic programming ?
- What are soft and hard constraints?
- List the assumptions made in single item static model.
- Mention how the objective function is expressed at the beginning of each iteration in Beal’s method.
- Give two examples for setup cost.
- What will be your conclusion when the value of the objective function at the end of Phase 1 is non zero in two-phase simplex method?
SECTION B
(5 X 8 = 40)
ANSWER ANY FIVE. EACH CARRIES EIGHT MARKS
- Show that the following problem has two optimum solutions :
Maximize : subject to
- Describe in detail “Fractional Algortithm”
- Describe with an example of your choice Branch and Bound Method
- Explain the method of solving LPP using dynamic programming technique.
- Explain how constrained non-linear programs are solved.
- Describe the steps used in Beale’s Method
- Solve the following inventory problem (Multi item static model with storage constraint).
1 10 2 0.3 1 sq. ft
2 5 4 0.1 1 sq. ft
3 15 4 0.2 1 sq. ft
Assume that = 25 sq. ft
- Explain various elements of a queuing model.
SECTION C
(2 X 20 = 40)
ANSWER ANY TWO. EACH CARRIES TWENTY MARKS
- Explain Capital Budgeting Model. Develop DP solution for the same and illustrate the solution for the following data :
Plant 1 Plant 2 Plant 3
Proposal c1 R1 c2 R2 c3 R3
1 3 5 3 4 0 0
2 4 6 4 5 2 3
3 — — 5 8 3 5
4 — — — — 6 9
- Solve the following problem by Wolf’s method.
Minimize
Subject to
,
- Kumaravel has Rs.80000/- with him. He wants to buy shares of Lavanya & Co and Sathish & Co. The following table gives the necessary data.
Share Price Annual Return Risk Index
Lavanya & Co Rs.25/- Rs.3/- 0.50
Sathish & Co Rs.50/- Rs.5/- 0.25
Kumaravel wants to have a minimum return of Rs.9000/- and does not like to lose
more than Rs.700/- . Formulate this as a goal programming problem and solve the
same.
- In the deterministic model with instantaneous stock replenishment, no shortage, and constant demand rate, suppose that the holding cost per unit is given by for quantities below q and for quantities above q, . Find the economic lot size.
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