A Distributed Algorithm for 0-1 Knapsack Problem Based on Mobile Agent

被引:0
|
作者
Qiao Shanping [1 ]
Wang Shixian [1 ]
Lin Yongzheng [1 ]
Zhao Ling [1 ]
机构
[1] Univ Jinan, Sch Informat Sci & Engn, Jinan 250022, Peoples R China
关键词
D O I
10.1109/ISDA.2008.110
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The knapsack problem is a typical one of NPC problems, which is easy to be described but difficult to be solved. It is very important in theory and practice to study it. Nowadays there is a variety of research in algorithm for solving it. As the parallel processing technologies develop, the research of effective parallel algorithms for this problem attracts much attention. To run those algorithms needs high level hardware and high performance parallel computers. Using mobile agent technologies, a more effective model to solve the complex distributed problems can be established. Combines mobile agent with the traditional parallel algorithm, the process in a parallel computer can be evolved into the one performed by some ordinary computers. This can avoid the limitation of experiment conditions and provides convenience in practice. In this paper, a distributed algorithm is proposed for the 0-1 knapsack problem based on the mobile agent, and it is feasible and effective in theoretical analysis.
引用
收藏
页码:208 / 212
页数:5
相关论文
共 50 条
  • [21] Memetic Algorithm for Solving the 0-1 Multidimensional Knapsack Problem
    Rezoug, Abdellah
    Boughaci, Dalila
    Badr-El-Den, Mohamed
    PROGRESS IN ARTIFICIAL INTELLIGENCE-BK, 2015, 9273 : 298 - 304
  • [22] A new artificial immune algorithm for the 0-1 Knapsack Problem
    Jin, XY
    Du, HF
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS 1 AND 2, 2004, : 8 - 12
  • [23] A PBIL Algorithm for Solving 0-1 Knapsack Problem Based on Greedy Strategy
    Fang, Xiaoping
    Chen, Niansheng
    Guo, Yu
    PROCEEDINGS OF THE 2013 ASIA-PACIFIC COMPUTATIONAL INTELLIGENCE AND INFORMATION TECHNOLOGY CONFERENCE, 2013, : 664 - 672
  • [24] An improved genetic algorithm for the multiconstrained 0-1 Knapsack Problem
    Raidl, GR
    1998 IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION - PROCEEDINGS, 1998, : 207 - 211
  • [25] Analysis of a Multiobjective Evolutionary Algorithm on the 0-1 knapsack problem
    Kumar, Rajeev
    Banerjee, Nilanjan
    THEORETICAL COMPUTER SCIENCE, 2006, 358 (01) : 104 - 120
  • [26] A New Immune Genetic Algorithm for 0-1 Knapsack Problem
    Jin, Zongxin
    Fan, Hongjuan
    2013 SIXTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2013, : 31 - 33
  • [27] A Novel Bat algorithm of solving 0-1 Knapsack Problem
    Chen, Yanfeng
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY, 2016, 60 : 1598 - 1601
  • [28] COLLAPSING 0-1 KNAPSACK PROBLEM
    POSNER, ME
    GUIGNARD, M
    MATHEMATICAL PROGRAMMING, 1978, 15 (02) : 155 - 161
  • [29] Reoptimizing the 0-1 knapsack problem
    Archetti, Claudia
    Bertazzi, Luca
    Speranza, M. Grazia
    DISCRETE APPLIED MATHEMATICS, 2010, 158 (17) : 1879 - 1887
  • [30] Solving 0-1 Knapsack Problem Based on Immune Clonal Algorithm and Ant Colony Algorithm
    Zhao Fang
    Ma Yu-Lei
    Zhang Jun-Peng
    PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE ON COMMUNICATION, ELECTRONICS AND AUTOMATION ENGINEERING, 2013, 181 : 1047 - +