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[期刊论文]

A PSO-based intelligent decision algorithm for VLSI floorplanning

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author:

Chen, Guolong (Chen, Guolong.) [1] (Scholars:陈国龙) | Guo, Wenzhong (Guo, Wenzhong.) [2] (Scholars:郭文忠) | Chen, Yuzhong (Chen, Yuzhong.) [3] (Scholars:陈羽中)

Indexed by:

CPCI-S EI Scopus SCIE

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.

Keyword:

Floorplaning Intelligent decision making Particle swarm optimization VLSI

Community:

  • [ 1 ] [Chen, Guolong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China
  • [ 2 ] [Guo, Wenzhong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China
  • [ 3 ] [Chen, Yuzhong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China
  • [ 4 ] [Chen, Guolong]Minist Educ, Key Lab Discrete Math Applicat, Fuzhou 350002, Peoples R China

Reprint 's Address:

  • 郭文忠

    [Guo, Wenzhong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China

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Related Article:

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

ESI Discipline: COMPUTER SCIENCE;

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 53

SCOPUS Cited Count: 75

30 Days PV: 0

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