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author:

Guo, W. (Guo, W..) [1] | Chen, X. (Chen, X..) [2] | Liu, G. (Liu, G..) [3] | Chen, G. (Chen, G..) [4]

Indexed by:

Scopus PKU CSCD

Abstract:

Most of the existing track allocation works neglect the local nets problem, and are prone to fall into the local extremums. Based on discrete particle swarm optimization, genetic operation and negotiation-based refining strategy, a track assignment algorithm is proposed by considering local nets, overlapping conflict, wirelength and blockages. The algorithm abstracts local nets and constructs the corresponding model of segments. To expand population diversity, hybrid genetic operation is incorporated to improve the efficiency of global search. At the same time, a simple and efficient fitness function is designed. Finally, the negotiation-based refining strategy is exploited to further reduce the overlap of segments. The experimental results indicate the effectiveness of the proposed algorithm. The algorithm can obtain better overlapping cost index optimization value and reduce the congestion in the key routing area. © 2019, Science Press. All right reserved.

Keyword:

Discrete Particle Swarm Optimization; Genetic Operator; Local Nets; Track Assignment; Very Large Scale Integration

Community:

  • [ 1 ] [Guo, W.]College of Mathematics and Computer Sciences, Fuzhou University, Fuzhou, 350116, China
  • [ 2 ] [Guo, W.]Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, 350116, China
  • [ 3 ] [Guo, W.]Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, Fuzhou University, Fuzhou, 350116, China
  • [ 4 ] [Chen, X.]College of Mathematics and Computer Sciences, Fuzhou University, Fuzhou, 350116, China
  • [ 5 ] [Chen, X.]Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, 350116, China
  • [ 6 ] [Liu, G.]College of Mathematics and Computer Sciences, Fuzhou University, Fuzhou, 350116, China
  • [ 7 ] [Liu, G.]Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou University, Fuzhou, 350116, China
  • [ 8 ] [Chen, G.]College of Mathematics and Computer Sciences, Fuzhou University, Fuzhou, 350116, China

Reprint 's Address:

  • [Liu, G.]College of Mathematics and Computer Sciences, Fuzhou UniversityChina

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Source :

Pattern Recognition and Artificial Intelligence

ISSN: 1003-6059

Year: 2019

Issue: 8

Volume: 32

Page: 758-770

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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