A Parallel Time-Memory-Processor Tradeoff O(2) for Knapsack-like NP-Complete Problems
نویسندگان
چکیده
A general-purpose parallel three-list six-table algorithm that can solve a number of knapsack-like NP-complete problems is developed in this paper. This kind of problems includes knapsack problem, exact satisfiability problem, set covering problem, etc. Running on an EREW PRAM model, The proposed parallel algorithm can find a solution of these problems of size n in O(2) time, with O(2) space and O(2) processors, resulting in a time-space-processor tradeoff of O(2). The performance analysis and comparisons show that it is both work and space efficient, and thus is an improved result over the past researches. Since it can break greater variables knapsack-based cryptosystems and watermark, the new algorithm has some cryptanalytic significance.
منابع مشابه
A Parallel O(n27n/8) Time-Memory-Processor Tradeoff for Knapsack-Like Problems
A general-purpose parallel three-list four-table algorithm that can solve a number of knapsack-like NP-complete problems is developed in this paper. Running on an EREW PRAM model, The proposed parallel algorithm can solve this kind of problems of size n in O(n2) time, with O(2) shared memory units and O(2) processors, and thus its time-space-processor tradeoff is O(n2). The performance analysis...
متن کاملFast and Scalable Parallel Algorithms for Knapsack-like Problems
We present two new algorithms for searching in sorted X+Y +R+S, one based on heaps and the other on sampling. Each of the algorithms runs in time O(n 2 logn) (n being the size of the sorted arrays X, Y , R and S). Hence in each case, by constructing arrays of size n = O(2 s=4), we obtain a new algorithm for solving certain NP-Complete problems such as Knapsack on s data items in time equal (up ...
متن کاملSolving the 0/1 Knapsack Problem by a Biomolecular DNA Computer
Solving some mathematical problems such as NP-complete problems by conventional silicon-based computers is problematic and takes so long time. DNA computing is an alternative method of computing which uses DNA molecules for computing purposes. DNA computers have massive degrees of parallel processing capability. The massive parallel processing characteristic of DNA computers is of particular in...
متن کاملA High Performance Parallel IP Lookup Technique Using Distributed Memory Organization and ISCB-Tree Data Structure
The IP Lookup Process is a key bottleneck in routing due to the increase in routing table size, increasing traıc and migration to IPv6 addresses. The IP address lookup involves computation of the Longest Prefix Matching (LPM), which existing solutions such as BSD Radix Tries, scale poorly when traıc in the router increases or when employed for IPv6 address lookups. In this paper, we describe a ...
متن کاملA High Performance Parallel IP Lookup Technique Using Distributed Memory Organization and ISCB-Tree Data Structure
The IP Lookup Process is a key bottleneck in routing due to the increase in routing table size, increasing traıc and migration to IPv6 addresses. The IP address lookup involves computation of the Longest Prefix Matching (LPM), which existing solutions such as BSD Radix Tries, scale poorly when traıc in the router increases or when employed for IPv6 address lookups. In this paper, we describe a ...
متن کامل