Question: - ABC Oil Ltd is wondering whether
to drill for oil in Rajasthan. The prospects are as follows:-
Depth of Well
|
Total Cost in
Millions of Dollar
|
Cumulative
Probability of Finding Oil
|
PV of Oil ( If
Found) Millions of Dollars
|
2000
Feet
|
4
|
.50
|
10
|
4000
Feet
|
5
|
.60
|
9
|
6000
Feet
|
6
|
.70
|
8
|
Draw a Decision
Tree showing the Successive drilling decision to be made by ABC Oil Ltd. How
deep should it be prepared to drill?
Solution: -
Calculation of
Probability
S1 = .50 {Given}
F1 = .50 {Given}
F1*S2 = Incremental
Probability
F1*S2 = (.60-.50)
.50*S2 = .10
S2 = .10/.50
S2 = .20
F2 = 1 - .20
F2 = .80
F1*S2 = Incremental
Probability
F1*F2*S3 = (.70 -
.60)
.50*.80*S3 = .10
S3 = .10/.40
S3 = .25
ABC
Ltd has to take Decision at three Decision Points Namely D1, D2 and D3.
By Using Rolling
Back Technique, we should take decision at D3 First whether we should Drill or
not up to 6000 Feet if we had already drilled up to 4000 Feet and similarly we
should take decision at D2 and D1.
Statement showing
the evaluation of decision at D3
Decision
|
Event
|
Probability
|
PV of Oil (if
found) {Millions of Dollar
|
Expected PV of
Oil (if found) {Millions of Dollars}
|
Drill Up to 6000
Feet
|
Find
Oil
|
.25
|
8
– 6 =2
|
.50
|
Not
Found Oil
|
.75
|
(6)
|
(4.5)
|
|
(4)
|
||||
Do Not Drill Up
to 6000 Feet
|
(5)
|
Since the
Expected PV of Oil (if found) on drilling up to 6000 feet is (4) Millions of Dollar
is greater than the cost of not drilling up to 6000 feet is (5) Millions of
Dollar. Therefore, ABC Oil Ltd should drill up to 6000 Feet.
Statement showing
the evaluation of decision at D2
Decision
|
Event
|
Probability
|
PV of Oil (if
found) {Millions of Dollar
|
Expected PV of
Oil (if found) {Millions of Dollars}
|
Drill Up to 4000
Feet
|
Find
Oil
|
.20
|
9
– 5 = 4
|
.80
|
Not
Found Oil
|
.80
|
(4)*
|
(3.2)
|
|
(2.4)
|
||||
Do Not Drill Up
to 4000 Feet
|
(4)
|
Since the
Expected PV of Oil (if found) on drilling up to 4000 feet is (2.4) Millions of
Dollar is greater than the cost of not drilling up to 4000 feet is (4) Millions
of Dollar. Therefore, ABC Oil Ltd should drill up to 4000 Feet.
*Explanation: - When ABC Oil Ltd does not found
Oil on Drill Up to 4000 then ABC Oil Ltd should Drill Up to 6000 Feet (Decision
taken at D3). Hence we used Expected PV of Oil on Drill Up to 6000 Feet.
Statement showing
the evaluation of decision at D1
Decision
|
Event
|
Probability
|
PV of Oil (if
found) {Millions of Dollar
|
Expected PV of
Oil (if found) {Millions of Dollars}
|
Drill Up to 2000
Feet
|
Find
Oil
|
.50
|
10
– 4 = 6
|
3
|
Not
Found Oil
|
.50
|
(2.4)**
|
(1.2)
|
|
1.8
|
||||
Do Not Drill Up
to 2000 Feet
|
0
|
Since the
Expected PV of Oil (if found) on drilling up to 2000 feet is 1.8 Millions of Dollar.
Therefore, ABC Oil Ltd should drill up to 2000 Feet.
**Explanation: -
When ABC Oil Ltd
does not found Oil on Drill Up to 2000 then ABC Oil Ltd should Drill Up to 4000
Feet (Decision taken at D2). Hence we used Expected PV of Oil on Drill Up to 4000
Feet.
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