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author:

Chen, J.-L. (Chen, J.-L..) [1] | Cui, Y. (Cui, Y..) [2] | Zhu, W.-X. (Zhu, W.-X..) [3]

Indexed by:

Scopus

Abstract:

In this paper, we propose an algorithm for a nonsmooth convex optimization problem arising in very large-scale integrated circuit placement. The objective function is the sum of a large number of Half-Perimeter Wire Length (HPWL) functions and a strongly convex function. The algorithm is based on Nesterov’s smoothing and excessive gap techniques. The main advantage of the algorithm is that it can capture the HPWL information in the process of optimization, and every subproblem has an explicit solution in the process of optimization. The convergence rate of the algorithm is O(1/k2), where k is the iteration counter, which is optimal. We also present preliminary experiments on nine placement contest benchmarks. Numerical examples confirm the theoretical results. © 2014, Operations Research Society of China, Periodicals Agency of Shanghai University, and Springer-Verlag Berlin Heidelberg.

Keyword:

Excessive gap technique; Global placement; Nonsmooth convex optimization; Smoothing technique; VLSI

Community:

  • [ 1 ] [Chen, J.-L.]Center for Discrete Mathematics and Theoretical Computer Science, Fuzhou University, Fuzhou, 350108, China
  • [ 2 ] [Cui, Y.]Center for Discrete Mathematics and Theoretical Computer Science, Fuzhou University, Fuzhou, 350108, China
  • [ 3 ] [Zhu, W.-X.]Center for Discrete Mathematics and Theoretical Computer Science, Fuzhou University, Fuzhou, 350108, China

Reprint 's Address:

  • [Zhu, W.-X.]Center for Discrete Mathematics and Theoretical Computer Science, Fuzhou UniversityChina

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Source :

Journal of the Operations Research Society of China

ISSN: 2194-668X

Year: 2014

Issue: 4

Volume: 2

Page: 423-443

0 . 9 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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