decision tree analysis example-question & answers
TRANSCRIPT
-
7/26/2019 Decision Tree Analysis Example-question & Answers
1/19
(). .
.
.
(1 2) . :
1 ;
2 ; 1 2.
. . , , .
1 50,000. 18,000.
2 14,000. 12,000.
1 2 55,000.
24,000.
, . , . , , ( ) .
1 2 ( ) .
20,000
60,000 2 .
.
1 19
2012/03/12://...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
2/19
1 ( ) ( '000).
12, 1 ( 0), 130, ,
1, 13001 2 13, 1 ( 0), 130, ,
0 14, 1 ( 0), 11, ,
1, 1101 4 1, 1 ( 0), 11, ,
0 1, 2 ( 14), 0, ,
12, 01412 44 1, 2 ( 14), 0, , 14 1, 2 ( 14), , ,
12, 1412 3 1, 2 ( 14), , , 14
20, 2 ( 14), 0, , 12, 01412 34
21, 2 ( 14), 0, , 14 22, 1 2 ( ), 10, ,
24, 10 24111 23, 1 2 ( ), 10, ,
24, 1 2 ( ), 140, ,
24, 140 241 2, 1 2 ( ), 140, ,
.
2 1
2012/03/12//...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
3/19
.
5 0.2(62) + 0.8(50) 27.6 6 0.85(47) + 0.15(50) 32.45
2 115 (32.45).
7 0.15(44) + 0.85(14) 5.3 8 0.80(39) + 0.20(14) 28.4 9 0.95(34) + 0.05(14) 31.6
3 60 (31.6).
10 0.05(111) + 0.95(55) 46.7 11 0.65(61) + 0.35(55) 20.4
4 140 (20.4).
1 :
1 32.45 2 31.6 1 2 20.4
1 ( 115) 32.45 ('000).
50 47.
, , , 60 2 0.95 . :
, 1 115: 32.45, 50 ( 0.15), 47( 0.85)
2 60, : 31.6, 14 ( 0.05), 34 ( 0.95)
2 60, , ( ), 34 ( 20) 20 ( ) 14
. () , 2 60, 20 0.05 14, .
20 14 0.05 ( ) ( !).
3 19
2012/03/12://...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
4/19
() ( ) . 3.
. 1
1% 0.05% 0.2%
( ), .. .
30, 250 150.
, , 750,000
. 250,000 50% .
, 3%, 2% 1% . , 0.75%, 0.04% 0.175% .
.
.
4 1
2012/03/12//...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
5/19
1 ( ) ( '000000).
, , ( ), ( 1) ( 0),
2 () 10, ( ), ( 1) ( 20),
2 () 11, ( ), ( 1) ( 10),
1 () 12, ( ), ( 1) , () 1, ( 0. + 0.2),
, ( ) ( 0), 2 ()
1, ( 0. + 0.2), , ( ) ( 20), 2 ()
1, ( 0. + 0.2), , ( ) ( 10), 1 ()
1, ( 0. + 0.2), , ( ) , ()
1, ( 0. + 0.2), , , 1 ()
1, ( 0. + 0.2), , ( ) ( 0), 2 ()
1, ( 0. + 0.2), , ( ) ( 20), 2()
20, ( 0. + 0.2), , ( ) ( 10), 1()
21, ( 0. + 0.2),
1
2012/0/12//...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
6/19
, ( 4) , 5 () 22, ( 0.75 + 0.25),
, , 1 ()
.
.
7 1521 .
0.0075(25) + 0.0004(245) + 0.00175(145) + 0.99035(5) = 4.4125
5 (=1).
6 0.03(25) + 0.02(245) + 0.01(145) + 0.94(5) = 2.4
4 (=2.4).
3 0.5(2.4) + 0.5(1) = 0.7
2 0.01(26) + 0.0005(246) + 0.002(146) + 0.9875(4) = 3.275
1 :
=0 =3.275 3 =0.7
3 0.7 ().
50:50 . .
. 10,000. 50%
"", . "" ( 5,000). .
6 19
2012/03/12://...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
7/19
127,000. , 155,000, 170,000 190,000. ( ) 0.90, 0.75 0.35 .
.
1 ( ) ( '000).
7
0
8
10 10
9 , 155
10 + 5 + 127 155 13
10 , 155
10 + 5 15
11 , 170
10 + 5 + 127 170 28
7 19
2012/03/12://...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
8/19
12 , 170
10 + 5 15
13 , 190
10 + 5 + 127 190 48
14 , 190
10 + 5 15
15 ( )
10 + 5 15
.
.
4 9 10 . 0.90(13) + 0.10(15) 10.2
5 0.75(28) + 0.25(15) 17.25
6 0.35(48) + 0.65(15) 7.05
(1) 155 10.2
(2) 170 17.25
(3) 190 7.05
(4) 15
170 17.25
2 0.50(17.25) + 0.50(10) 3.625
(1) 3.625
(2) 0
8 19
2012/03/12://...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
9/19
3625. ( ) 170,000.
.
20,000 .
0.03 . 10%, 20%, 40% 0.5, 0.35 0.15 .
150 .
100 . 75 (%) .
.
. 50 40%
()
(.. , ).
.
1 ( ) .
9 19
2012/03/12://...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
10/19
9 .
= 0
10 10% .
= 0.1(20000) = 2000 = 2000
11 12 = 4000 8000 .
13 150 .
= 150 = 150
14 150 0.1(20000) = 2000 .
= 2000 = 2000 + 150 = 150
.
15 16 .
.
.
5 10, 11 12 . 0.5(2000) + 0.35(4000) + 0.15(8000) = 3600
1 0.97(0) + 0.03(3600) = 108
2 150.
3 0.97(100) + 0.030.5(100) + 0.35(100) + 0.15(100)
= 97 + 0.03(100) = 100 0.03 (
-
7/26/2019 Decision Tree Analysis Example-question & Answers
11/19
= 0.97(75) + 0.0375(1/100)(3600) = 75 + 1.08 108 = 183 + 1.08
= 139.8 = 40
1. = 1082. A = 1503. B = 101.5
4. = 139.8
B 101.5
.. . ..
.
. + .
..
..
.
.
. + .
= 2000 B 1000.03(2000) = 160 ( 1 = 108).
-
7/26/2019 Decision Tree Analysis Example-question & Answers
12/19
1 ( ) .
0
0
0
10
0
( )
11 12 10 1 1
0
1 . ( 100% ) .
"" .
12 1
2012/0/12//...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
13/19
()
( ) + ( )
( ) "" ().
. " " . ( ) .
15 16 .
15
16
1 3
0
3
3
1, 1 20 3, 10. 13
13 1
13 1
13 20
21, 22 23 3, , , 10 15.
10 21
13 22
1 23
.
13 1
2012/03/12//...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
14/19
.
2 ( 10, 11 12 ). () 0.1 (7) + 0.3 (10) + 0.6 (15) = 12.7
1 0.25 (0) + 0.75 (12.7) = 9.525
7 0.1 (7) + 0.3 (7) + 0.6 (7) = 7
3 0.25 (7) + 0.75 (7) = 7
8 0.1 (13) + 0.3 (13) + 0.6 (13) = 13 6 0.1 (10) + 0.3 (13) + 0.6 (18) = 15.7
5 :
(4) = 13
(5) = 15.7
( 4) 13.
4 0.25 (3) + 0.75 (13) = 10.5
( 0) :
(1) = 9.525
(2) = 7
(3) = 10.5
2, 7, 7.
(.. 3 "" 7 7,13,14,15 ( 8,18,19,20)). , , .
, ( ), (" ") /.
(1 2) . , , . , , .
1 50,000. ,, 2 . 18,000. 2 10,000.
2 , 24,000.
12,000.
2,000 1 2 3,000 1 2.
14 19
2012/03/12://...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
15/19
, . , . , , ( ) .
1 2 ( ) .
""
.
1 ( ) .
12 1 120
120
50 + 18 + 2 70
50 ( )
15 1
2012/03/12//...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
16/19
+
+ +
+
+ +
+
+ +
+
+ +
////...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
17/19
+
/
+ + +
/
+
/
+ + +
/
+
/
+ + +
/
+
////...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
18/19
.
.
1 ( 12 13 ). () 0.3 (50) + 0.7 (52) 21.4
2, 0.85 (40) + 0.15 (52) 26.2
1
(5) 120 21.4
(6) 110 26.2
, , 6 .
3 0.10 (32) + 0.9 (26) 20.2
4 0.60 (27) + 0.40 (26) 5.8
5 0.90 (22) + 0.10 (26) 17.2
2
(7) 70 20.2
(8) 65 5.8
(9) 60 17.2
, , 9 .
6 0.05 (109) + 0.95 (53) 44.9
7 0.65 (59) + 0.35 (53) 19.8
8 0.95 (19) + 0.05 (53) 15.4
1 2
(10) 190 44.9
18 19
2012/03/12//...////.
-
7/26/2019 Decision Tree Analysis Example-question & Answers
19/19
(11) 140 1.8
(12) 100 15.4
, , 11 .
(1) 1 26.2
(2) 2 17.2
(3) 1 2 1.8
(4) 0
, , 1 .
1 , 110 26.2.
14 15 ( ) .. 40, 52. 52( ).
1 1