0/1 KNAPSACK PROBLEM
DYNAMIC PROGRAMMING
APPROACH
Dr. P. Subathra
Prof/ IT
KAMARAJ College of Engg. & Tech
(AUTONOMOUS)
Madurai
Tamil Nadu
India
0/1 KNAPSACK PROBLEM
2
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
0/1 KNAPSACK PROBLEM
Dynamic Programming
3
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
0/1 KNAPSACK PROBLEM
Dynamic Programming – Bottom Up
4
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0
12 2 1
10 1 2
20 3 3
15 2 4
5
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1
10 1 2
20 3 3
15 2 4
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
6
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0
10 1 2 0
20 3 3 0
15 2 4 0
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
7
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 2/12 2/12 2/12 2/12
10 1 2 0
20 3 3 0
15 2 4 0
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
8
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 2/12 2/12 2/12 2/12
10 1 2 0 1/10 2/12 3/22 3/22 3/22
20 3 3 0
15 2 4 0
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
9
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 2/12 2/12 2/12 2/12
10 1 2 0 1/10 2/12 3/22 3/22 3/22
20 3 3 0 1/10 2/12 3/22 4/30 5/32
15 2 4 0
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
10
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 2/12 2/12 2/12 2/12
10 1 2 0 1/10 2/12 3/22 3/22 3/22
20 3 3 0 1/10 2/12 3/22 4/30 5/32
15 2 4 0 1/10 2/15 3/25 4/30 4/37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
11
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 2/12 2/12 2/12 2/12
10 1 2 0 1/10 2/12 3/22 3/22 3/22
20 3 3 0 1/10 2/12 3/22 4/30 5/32
15 2 4 0 1/10 2/15 3/25 4/30 4/37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
12
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
13
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
14
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
15
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
16
Trace back to (5-2)=3 rd column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
17
Trace back to (5-2)=3 rd column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
18
Trace back to (5-2)=3 rd column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
19
Trace back to (5-2)=3 rd column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
20
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
21
X
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
22
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
23
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
24
Trace back to (3-1)=2 nd column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
25
Trace back to (3-1)=2 nd column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
26
Trace back to (3-1)=2 nd column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
27
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
28
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
29
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
30
Trace back to (2-2)=0 th column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
31
Trace back to (2-2)=0 th column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
32
Trace back to (2-2)=0 th column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
33
Trace back to (2-2)=0 th column
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
Value/
Profit
Of Item
(Vi)
Weight
of Item
(Wi)
Capacity
of Bag
(Cj)
Item
No. (i)
0 1 2 3 4
5
(Max.)
0 0 0 0 0 0 0 0 0
12 2 1 0 0 12 12 12 12
10 1 2 0 10 12 22 22 22
20 3 3 0 10 12 22 30 32
15 2 4 0 10 15 25 30 37
max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0
F(i,Cj) =
F(i-1, Cj) ; if Cj-Wi = 0
34
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
KNAPSACK PROBLEM – Dynamic – Bottom Up
35
Items Selected : 1, 2 & 4
Total Cost = 12+10+15
= 37
v
v
Dr. P. Subathra, KAMARAJ College of Engg &
Tech, Madurai, Tamil Nadu, India
END….!!!

Knapsack dynamic programming formula bottom up

  • 1.
    0/1 KNAPSACK PROBLEM DYNAMICPROGRAMMING APPROACH Dr. P. Subathra Prof/ IT KAMARAJ College of Engg. & Tech (AUTONOMOUS) Madurai Tamil Nadu India
  • 2.
    0/1 KNAPSACK PROBLEM 2 Dr.P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 3.
    0/1 KNAPSACK PROBLEM DynamicProgramming 3 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 4.
    0/1 KNAPSACK PROBLEM DynamicProgramming – Bottom Up 4 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 5.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 12 2 1 10 1 2 20 3 3 15 2 4 5 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 6.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 10 1 2 20 3 3 15 2 4 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 6 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 7.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 10 1 2 0 20 3 3 0 15 2 4 0 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 7 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 8.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 2/12 2/12 2/12 2/12 10 1 2 0 20 3 3 0 15 2 4 0 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 8 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 9.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 2/12 2/12 2/12 2/12 10 1 2 0 1/10 2/12 3/22 3/22 3/22 20 3 3 0 15 2 4 0 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 9 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 10.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 2/12 2/12 2/12 2/12 10 1 2 0 1/10 2/12 3/22 3/22 3/22 20 3 3 0 1/10 2/12 3/22 4/30 5/32 15 2 4 0 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 10 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 11.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 2/12 2/12 2/12 2/12 10 1 2 0 1/10 2/12 3/22 3/22 3/22 20 3 3 0 1/10 2/12 3/22 4/30 5/32 15 2 4 0 1/10 2/15 3/25 4/30 4/37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 11 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 12.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 2/12 2/12 2/12 2/12 10 1 2 0 1/10 2/12 3/22 3/22 3/22 20 3 3 0 1/10 2/12 3/22 4/30 5/32 15 2 4 0 1/10 2/15 3/25 4/30 4/37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 12 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 13.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 13 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 14.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 14 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 15.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 15 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 16.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 16 Trace back to (5-2)=3 rd column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 17.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 17 Trace back to (5-2)=3 rd column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 18.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 18 Trace back to (5-2)=3 rd column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 19.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 19 Trace back to (5-2)=3 rd column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 20.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 20 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 21.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 21 X Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 22.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 22 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 23.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 23 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 24.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 24 Trace back to (3-1)=2 nd column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 25.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 25 Trace back to (3-1)=2 nd column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 26.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 26 Trace back to (3-1)=2 nd column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 27.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 27 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 28.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 28 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 29.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 29 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 30.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 30 Trace back to (2-2)=0 th column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 31.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 31 Trace back to (2-2)=0 th column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 32.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 32 Trace back to (2-2)=0 th column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 33.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 33 Trace back to (2-2)=0 th column Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 34.
    KNAPSACK PROBLEM –Dynamic – Bottom Up Value/ Profit Of Item (Vi) Weight of Item (Wi) Capacity of Bag (Cj) Item No. (i) 0 1 2 3 4 5 (Max.) 0 0 0 0 0 0 0 0 0 12 2 1 0 0 12 12 12 12 10 1 2 0 10 12 22 22 22 20 3 3 0 10 12 22 30 32 15 2 4 0 10 15 25 30 37 max { F(i-1, Cj), (Vi+F(i-1,Cj-wi)) } ; if Cj-Wi >=0 F(i,Cj) = F(i-1, Cj) ; if Cj-Wi = 0 34 Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 35.
    KNAPSACK PROBLEM –Dynamic – Bottom Up 35 Items Selected : 1, 2 & 4 Total Cost = 12+10+15 = 37 v v Dr. P. Subathra, KAMARAJ College of Engg & Tech, Madurai, Tamil Nadu, India
  • 36.