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author:

Zhang, Songchuan (Zhang, Songchuan.) [1] | Xia, Youshen (Xia, Youshen.) [2] (Scholars:夏又生)

Indexed by:

EI Scopus SCIE

Abstract:

In this paper, we propose two fast complex-valued optimization algorithms for solving complex quadratic programming problems: 1) with linear equality constraints and 2) with both an l(1)-norm constraint and linear equality constraints. By using Brandwood's analytic theory, we prove the convergence of the two proposed algorithms under mild assumptions. The two proposed algorithms significantly generalize the existing complex-valued optimization algorithms for solving complex quadratic programming problems with an l(1)-norm constraint only and unconstrained complex quadratic programming problems, respectively. Numerical simulations are presented to show that the two proposed algorithms have a faster speed than conventional real-valued optimization algorithms.

Keyword:

Brandwood's analytic complex quadratic programming complex-valued algorithm fast convergence

Community:

  • [ 1 ] [Zhang, Songchuan]Fuzhou Univ, Ctr Discrete Math & Theoret Comp Sci, Fuzhou 350116, Peoples R China
  • [ 2 ] [Zhang, Songchuan]Minjiang Univ, Dept Math, Fuzhou 350108, Peoples R China
  • [ 3 ] [Xia, Youshen]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Peoples R China

Reprint 's Address:

  • 张宋传

    [Zhang, Songchuan]Fuzhou Univ, Ctr Discrete Math & Theoret Comp Sci, Fuzhou 350116, Peoples R China

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Source :

IEEE Transactions on Cybernetics

ISSN: 2168-2267

Year: 2016

Issue: 12

Volume: 46

Page: 2837-2847

7 . 3 8 4

JCR@2016

9 . 4 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:175

JCR Journal Grade:1

CAS Journal Grade:1

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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