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An Optimal Parallel Algorithm for the Knapsack Problem Based on EREW

李肯立 蒋盛益 王卉 李庆华

西南交通大学学报(英文版)2003,Vol.11Issue(2):131-137,7.
西南交通大学学报(英文版)2003,Vol.11Issue(2):131-137,7.

An Optimal Parallel Algorithm for the Knapsack Problem Based on EREW

An Optimal Parallel Algorithm for the Knapsack Problem Based on EREW

李肯立 1蒋盛益 1王卉 1李庆华1

作者信息

  • 1. School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China
  • 折叠

摘要

Abstract

A new parallel algorithm is proposed for the knapsack problem where the method of divide and conquer is adopted. Based on an EREW-SIMD machine with shared memory, the proposed algorithm utilizes O(2n/4)1-ε processors, 0≤ε≤1, and O(2n/2) memory to find a solution for the n-element knapsack problem in time O(2n/4(2n/4)ε). The cost of the proposed parallel algorithm is O(2n/2), which is an optimal method for solving the knapsack problem without memory conflicts and an improved result over the past researches.

关键词

knapsack problem/NP-complete/parallel algorithm/divide and conquer

Key words

knapsack problem/NP-complete/parallel algorithm/divide and conquer

分类

信息技术与安全科学

引用本文复制引用

李肯立,蒋盛益,王卉,李庆华..An Optimal Parallel Algorithm for the Knapsack Problem Based on EREW[J].西南交通大学学报(英文版),2003,11(2):131-137,7.

基金项目

Supported by the Natural Science Foundation of China (No.60273075) and the National High Technique Development Program (863-306 ZD-11-01-06). (No.60273075)

西南交通大学学报(英文版)

2662-4745

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