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author:

Lin, G. (Lin, G..) [1] | Zhu, W. (Zhu, W..) [2]

Indexed by:

Scopus

Abstract:

Given an undirected graph G = (V, E) with a set V of vertices, and a set E of edges with weights, the max-cut problem consists of partitioning all vertices into two independent sets such that the sum of the weights of the edges between different sets is maximised. The max-cut problem is an NP-hard problem. An efficient memetic algorithm is proposed in this paper for the problem. The proposed memetic algorithm uses a local search procedure and a new crossover operator based on the encoding characteristic of the max-cut problem to generate new offsprings. Then the algorithm uses a function, which takes into account both the solution quality and the diversity of population, to control the population updating. Experiments were performed on three sets of benchmark instances of size up to 10,000 vertices. Experiment results and comparisons demonstrate the effectiveness of the proposed algorithm in both solution quality and computational time. Copyright © 2015 Inderscience Enterprises Ltd.

Keyword:

Combinatorial optimisation; Computing science.; Local search; Max-cut problem; Memetic algorithm

Community:

  • [ 1 ] [Lin, G.]Department of Mathematics, Minjiang University, Fuzhou, China
  • [ 2 ] [Zhu, W.]Center for Discrete Mathematics and Theoretical Computer Science, Fuzhou University, Fuzhou, China

Reprint 's Address:

  • [Lin, G.]Department of Mathematics, Minjiang UniversityChina

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Source :

International Journal of Computing Science and Mathematics

ISSN: 1752-5055

Year: 2015

Issue: 1

Volume: 6

Page: 69-77

0 . 5 0 0

JCR@2023

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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