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author:

Chen, Guolong (Chen, Guolong.) [1] | Guo, Wenzhong (Guo, Wenzhong.) [2] | Chen, Yuzhong (Chen, Yuzhong.) [3]

Indexed by:

EI

Abstract:

Floorplanning is an important issue in the very large-scale integrated (VLSI) circuit design automation as it determines the performance, size, yield and reliability of VLSI chips. This paper proposes a novel intelligent decision algorithm based on the particle swarm optimization (PSO) technique to obtain a feasible floorplanning in VLSI circuit physical placement. The PSO was applied with integer coding based on module number and a new recommended value of acceleration coefficients for optimal placement solution. Inspired by the physics of genetic algorithm (GA), the principles of mutation and crossover operator in GA are incorporated into the proposed PSO algorithm to make this algorithm to break away from local optima and achieve a better diversity. Experiments employing MCNC and GSRC benchmarks show that the proposed algorithm is effective. The proposed algorithm can avoid local minimum and performs well in convergence. The experimental results of the proposed method in this paper can also greatly help floorplanning decision making in VLSI circuit design automation. © 2009 Springer-Verlag.

Keyword:

Computer aided design Decision making Genetic algorithms Integrated circuit design Integrated circuit manufacture Particle swarm optimization (PSO) VLSI circuits

Community:

  • [ 1 ] [Chen, Guolong]College of Mathematics and Computer Science, Fuzhou University, 350108 Fuzhou, China
  • [ 2 ] [Chen, Guolong]Key Laboratory of Discrete Mathematics with Application of Ministry of Education, 350002 Fuzhou, China
  • [ 3 ] [Guo, Wenzhong]College of Mathematics and Computer Science, Fuzhou University, 350108 Fuzhou, China
  • [ 4 ] [Chen, Yuzhong]College of Mathematics and Computer Science, Fuzhou University, 350108 Fuzhou, China

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Source :

Soft Computing

ISSN: 1432-7643

Year: 2010

Issue: 12

Volume: 14

Page: 1329-1337

1 . 5 1 2

JCR@2010

3 . 1 0 0

JCR@2023

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 75

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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