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Tung Khac Truong
Industrial University of Ho Chi Minh city

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A New Hybrid Particle Swarm Optimization and Greedy for 0-1 Knapsack Problem Phuong Hoai Nguyen; Dong Wang; Tung Khac Truong
Indonesian Journal of Electrical Engineering and Computer Science Vol 1, No 3: March 2016
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v1.i3.pp411-418

Abstract

This paper proposes a new binary particle swarm optimization with a greedy strategy to solve 0-1 knapsack problem. Two constraint handling techniques are consider to cooperation with binary particle swarm optimization that are penalty function and greedy. The sigmoid transfer function is used to convert real code to binary code. The experimental results have proven the superior performance of the proposed algorithm.
Co-Authors Dong Wang Phuong Hoai Nguyen