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Approximation for Knapsack Problemswith Multiple Constraints

Approximation for- Knapsack Problemswith Multiple Constraints
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摘要 in this paper, the approximation for four kinds of knapsack prob- lems with multiple constraints is studied: 0/1 Multiple Constraint Knapsack Problem(0/1 MCKP), Integer Multiple Constraint Knapsack Problem (Integer MCKP), 0/1k-Constraillt Knapsack Problem (0/1 k-CKP) and Integer k-Constraint KnapsackProblem (Integer k-CKP). The following results are obtained:1) Unless NP = co - R, no polynomial time algorithm approximates 0/1 MCKPor Integer MCKP within a factor k(1/2)- for any > 0; unless NP = P, nopolynomial time algorithm approximates 0/1 MCKP or integer MCKP within afactor k(1/4)- for any > 0, where k stands for the number of constraints.2) For any fixed positive integer k, 0/1 k-CKP has a fully polynomial time approximation scheme (FPTAS).3) For any fixed positive integer k, Integer k-CKP has a fast FPTAS which hastime complexity O(n +) and space complexity O(n + (1/3)), andfinds an approximate solution to within 5 of the optimal solution. in this paper, the approximation for four kinds of knapsack prob- lems with multiple constraints is studied: 0/1 Multiple Constraint Knapsack Problem(0/1 MCKP), Integer Multiple Constraint Knapsack Problem (Integer MCKP), 0/1k-Constraillt Knapsack Problem (0/1 k-CKP) and Integer k-Constraint KnapsackProblem (Integer k-CKP). The following results are obtained:1) Unless NP = co - R, no polynomial time algorithm approximates 0/1 MCKPor Integer MCKP within a factor k(1/2)- for any > 0; unless NP = P, nopolynomial time algorithm approximates 0/1 MCKP or integer MCKP within afactor k(1/4)- for any > 0, where k stands for the number of constraints.2) For any fixed positive integer k, 0/1 k-CKP has a fully polynomial time approximation scheme (FPTAS).3) For any fixed positive integer k, Integer k-CKP has a fast FPTAS which hastime complexity O(n +) and space complexity O(n + (1/3)), andfinds an approximate solution to within 5 of the optimal solution.
作者 张立昂 章寅
出处 《Journal of Computer Science & Technology》 SCIE EI CSCD 1999年第4期289-297,共9页 计算机科学技术学报(英文版)
关键词 knapsack problem approximation algorithm FPTAS knapsack problem, approximation algorithm, FPTAS
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参考文献2

  • 1张立昂,国际离散数学与算法研讨会文集.41,1996年,1042页
  • 2张立昂,Proc International Workshop on Discrete Mathematics and Algorithms,1994年,177页

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