For a double knapsack problem, assume follwoing 2 algorithms used. (1) Use the regular subset sum knapsack algorithm  to pick a maximum-value solution S1​ that fits in the first knapsack, and then use it again on the remaining items to pick a maximum-value solution S2​ that fits in the second knapsack. (2) Use the Knapsack algorithm to pick a maximum-value solution S that would fit in a knapsack with capacity C1​+C2​, then partition S arbitrarily into two sets S1​ and S2​ with total sizes at most C1​ and C2​, respectively.   Which of the following statements are true? (Choose all that apply.) a) Algorithm (1) is guaranteed to produce an optimal solution to the double-knapsack problem but algorithm (2) is not. b) Algorithm (2) is guaranteed to produce an optimal solution to the double-knapsack problem but algorithm (1) is not. c) Algorithm (1) is guaranteed to produce an optimal solution to the double-knapsack problem when C1​=C2​. d) Neither algorithm is guaranteed to produce an optimal solution to the double-knapsack problem. (explain if this is the case)

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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For a double knapsack problem, assume follwoing 2 algorithms used.
 (1) Use the regular subset sum knapsack algorithm  to pick a maximum-value solution S1​ that fits in the first knapsack, and then use it again on the remaining items to pick a maximum-value solution S2​ that fits in the second knapsack.

(2) Use the Knapsack algorithm to pick a maximum-value solution S that would fit in a knapsack with capacity C1​+C2​, then partition S arbitrarily into two sets S1​ and S2​ with total sizes at most C1​ and C2​, respectively.

 

Which of the following statements are true? (Choose all that apply.)

a) Algorithm (1) is guaranteed to produce an optimal solution to the double-knapsack problem but algorithm (2) is not.

b) Algorithm (2) is guaranteed to produce an optimal solution to the double-knapsack problem but algorithm (1) is not.

c) Algorithm (1) is guaranteed to produce an optimal solution to the double-knapsack problem when C1​=C2​.

d) Neither algorithm is guaranteed to produce an optimal solution to the double-knapsack problem. (explain if this is the case)

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