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Volumn , Issue , 2014, Pages 840-844

Parallel and distributed methods for nonconvex optimization

Author keywords

Nonconvex problems; Parallel distributed optimization; Successive convex approximation

Indexed keywords

FUNCTIONS; NUMERICAL METHODS; OPTIMIZATION; SIGNAL PROCESSING;

EID: 84905259140     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2014.6853715     Document Type: Conference Paper
Times cited : (99)

References (35)
  • 1
    • 0035600660 scopus 로고    scopus 로고
    • A computationally efficient feasible sequential quadratic programming algorithm
    • C. Lawrence and A. Tits, "A computationally efficient feasible sequential quadratic programming algorithm," SIAM Journal on Optimization, vol. 11, no. 4, 2001.
    • (2001) SIAM Journal on Optimization , vol.11 , Issue.4
    • Lawrence, C.1    Tits, A.2
  • 3
    • 0036540693 scopus 로고    scopus 로고
    • Parallel variable distribution for constrained optimization
    • C. Sagastizábal and M. Solodov, "Parallel variable distribution for constrained optimization," Computational Optimization and Applications, vol. 22, no. 1, pp. 111-131, 2002.
    • (2002) Computational Optimization and Applications , vol.22 , Issue.1 , pp. 111-131
    • Sagastizábal, C.1    Solodov, M.2
  • 4
    • 0032342344 scopus 로고    scopus 로고
    • On the convergence of constrained parallel variable distribution algorithms
    • M. Solodov, "On the convergence of constrained parallel variable distribution algorithms," SIAM Journal on Optimization, vol. 8, no. 1, pp. 187-196, 1998.
    • (1998) SIAM Journal on Optimization , vol.8 , Issue.1 , pp. 187-196
    • Solodov, M.1
  • 5
    • 34547453958 scopus 로고
    • A general inner approximation algorithm for nonconvex mathematical programs
    • B. Marks and G. Wright, "A general inner approximation algorithm for nonconvex mathematical programs," Operations Research, vol. 26, no. 4, pp. 681-683, 1978.
    • (1978) Operations Research , vol.26 , Issue.4 , pp. 681-683
    • Marks, B.1    Wright, G.2
  • 6
    • 77954761580 scopus 로고    scopus 로고
    • A sequential parametric convex approximation method with applications to nonconvex truss topology design problems
    • A. Beck, A. Ben-Tal, and L. Tetruashvili, "A sequential parametric convex approximation method with applications to nonconvex truss topology design problems," J. of Global Optimization, vol. 47, no. 1, pp. 29-51, 2010. [Online]. Available: http://dx.doi.org/10.1007/s10898-009-9456-5
    • (2010) J. of Global Optimization , vol.47 , Issue.1 , pp. 29-51
    • Beck, A.1    Ben-Tal, A.2    Tetruashvili, L.3
  • 7
    • 84880570485 scopus 로고    scopus 로고
    • A unified convergence analysis of block successive minimization methods for nonsmooth optimization
    • M. Razaviyayn, M. Hong, and Z.-Q. Luo, "A unified convergence analysis of block successive minimization methods for nonsmooth optimization," SIAM J. Optim., vol. 23, no. 2, pp. 1126-1153, 2013.
    • (2013) SIAM J. Optim. , vol.23 , Issue.2 , pp. 1126-1153
    • Razaviyayn, M.1    Hong, M.2    Luo, Z.-Q.3
  • 8
    • 84893409470 scopus 로고    scopus 로고
    • Decomposition by partial linearization: Parallel optimization of multiuser systems
    • Feb.
    • G. Scutari, F. Facchinei, P. Song, D. P. Palomar, and J.-S. Pang, "Decomposition by partial linearization: Parallel optimization of multiuser systems," IEEE Trans. on Signal Processing, vol. 63, no. 3, pp. 641-656, Feb. 2014.
    • (2014) IEEE Trans. on Signal Processing , vol.63 , Issue.3 , pp. 641-656
    • Scutari, G.1    Facchinei, F.2    Song, P.3    Palomar, D.P.4    Pang, J.-S.5
  • 11
    • 38149002839 scopus 로고    scopus 로고
    • Alternative distributed algorithms for network utility maximization: Framework and applications
    • Dec.
    • D. P. Palomar and M. Chiang, "Alternative distributed algorithms for network utility maximization: Framework and applications," IEEE Trans. on Automatic Control, vol. 52, no. 12, pp. 2254-2269, Dec. 2007.
    • (2007) IEEE Trans. on Automatic Control , vol.52 , Issue.12 , pp. 2254-2269
    • Palomar, D.P.1    Chiang, M.2
  • 14
    • 84857227958 scopus 로고    scopus 로고
    • Achieving the maximum sum rate using D.C. Programming in cellular networks
    • March
    • H. Al-Shatri and T. Weber, "Achieving the maximum sum rate using D.C. programming in cellular networks," IEEE Trans. Signal Process., vol. 60, no. 3, pp. 1331-1341, March 2012.
    • (2012) IEEE Trans. Signal Process. , vol.60 , Issue.3 , pp. 1331-1341
    • Al-Shatri, H.1    Weber, T.2
  • 17
    • 84866487025 scopus 로고    scopus 로고
    • Sum-rate maximization in two-way AF MIMO relaying: Polynomial time solutions to a class of DC programming problems
    • A. Khabbazibasmenj, F. Roemer, S. Vorobyov, and M. Haardt, "Sum-rate maximization in two-way AF MIMO relaying: Polynomial time solutions to a class of DC programming problems," IEEE Trans. Signal Process., vol. 60, no. 10, pp. 5478-5493, 2012.
    • (2012) IEEE Trans. Signal Process. , vol.60 , Issue.10 , pp. 5478-5493
    • Khabbazibasmenj, A.1    Roemer, F.2    Vorobyov, S.3    Haardt, M.4
  • 18
    • 46749150702 scopus 로고    scopus 로고
    • Global concave minimization for optimal spectrum balancing in multi-user DSL networks
    • July
    • Y. Xu, T. Le-Ngoc, and S. Panigrahi, "Global concave minimization for optimal spectrum balancing in multi-user DSL networks," IEEE Trans. Signal Process., vol. 56, no. 7, pp. 2875-2885, July 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.7 , pp. 2875-2885
    • Xu, Y.1    Le-Ngoc, T.2    Panigrahi, S.3
  • 19
    • 53149138220 scopus 로고    scopus 로고
    • Distributed spectrum management algorithms for multiuser dsl networks
    • Oct.
    • P. Tsiaflakis, M. Diehl, and M. Moonen, "Distributed spectrum management algorithms for multiuser dsl networks," IEEE Trans. Signal Process., vol. 56, no. 10, pp. 4825-4843, Oct. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.10 , pp. 4825-4843
    • Tsiaflakis, P.1    Diehl, M.2    Moonen, M.3
  • 20
    • 85032780018 scopus 로고    scopus 로고
    • Distributed resource allocation schemes: Pricing algorithms for power control and beamformer design in interference networks
    • Sept.
    • D. Schmidt, C. Shi, R. Berry, M. Honig, and W. Utschick, "Distributed resource allocation schemes: Pricing algorithms for power control and beamformer design in interference networks," IEEE Signal Process. Mag., vol. 26, no. 5, pp. 53-63, Sept. 2009.
    • (2009) IEEE Signal Process. Mag. , vol.26 , Issue.5 , pp. 53-63
    • Schmidt, D.1    Shi, C.2    Berry, R.3    Honig, M.4    Utschick, W.5
  • 21
    • 84905225155 scopus 로고    scopus 로고
    • Signal processing and optimal resource allocation for the interference channel
    • M. Hong and Z.-Q. Luo, "Signal processing and optimal resource allocation for the interference channel," Elsevier e-Reference-Signal Processing, 2013. Available at http://arxiv.org/pdf/1206.5144v1.pdf.
    • (2013) Elsevier E-Reference-Signal Processing
    • Hong, M.1    Luo, Z.-Q.2
  • 24
    • 80054085431 scopus 로고    scopus 로고
    • Optimal distributed beamforming for miso interference channels
    • Nov.
    • J. Qiu, R. Zhang, Z.-Q. Luo, and S. Cui, "Optimal distributed beamforming for miso interference channels," IEEE Trans. Signal Process., vol. 59, no. 11, pp. 5638-5643, Nov. 2011.
    • (2011) IEEE Trans. Signal Process. , vol.59 , Issue.11 , pp. 5638-5643
    • Qiu, J.1    Zhang, R.2    Luo, Z.-Q.3    Cui, S.4
  • 25
    • 84885372928 scopus 로고    scopus 로고
    • Linear transceiver design for a mimo interfering broadcast channel achieving max-min fairness
    • Dec.
    • M. Razaviyayn, M. Hong, and Z.-Q. Luo, "Linear transceiver design for a mimo interfering broadcast channel achieving max-min fairness," Signal Processing, vol. 93, pp. 3327-3340, Dec. 2013.
    • (2013) Signal Processing , vol.93 , pp. 3327-3340
    • Razaviyayn, M.1    Hong, M.2    Luo, Z.-Q.3
  • 26
    • 79955492074 scopus 로고    scopus 로고
    • Optimal resource allocation for MIMO ad hoc cognitive radio networks
    • May
    • S.-J. Kim and G. B. Giannakis, "Optimal resource allocation for MIMO ad hoc cognitive radio networks," IEEE Trans. on Information Theory, vol. 57, no. 5, pp. 3117-3131, May 2011.
    • (2011) IEEE Trans. on Information Theory , vol.57 , Issue.5 , pp. 3117-3131
    • Kim, S.-J.1    Giannakis, G.B.2
  • 27
    • 84867605894 scopus 로고    scopus 로고
    • Distributed optimal beamformers for cognitive radios robust to channel uncertainties
    • Dec.
    • Y. Zhang, E. Dall'Anese, and G. B. Giannakis, "Distributed optimal beamformers for cognitive radios robust to channel uncertainties," IEEE Trans. Signal Process., vol. 60, no. 12, pp. 6495-6508, Dec. 2012.
    • (2012) IEEE Trans. Signal Process. , vol.60 , Issue.12 , pp. 6495-6508
    • Zhang, Y.1    Dall'anese, E.2    Giannakis, G.B.3
  • 28
    • 84886488102 scopus 로고    scopus 로고
    • Robust mimo cognitive radio under interference temperature constraints
    • Nov.
    • Y. Yang, G. Scutari, and D. Palomar, "Robust mimo cognitive radio under interference temperature constraints," IEEE J. Sel. Areas Commun., vol. 31, no. 11, pp. 2465-2482, Nov. 2013.
    • (2013) IEEE J. Sel. Areas Commun. , vol.31 , Issue.11 , pp. 2465-2482
    • Yang, Y.1    Scutari, G.2    Palomar, D.3
  • 29
    • 84905228947 scopus 로고    scopus 로고
    • Parallel and distrubuted methods for nonconvex optimization Part I&II: Theory & Applications
    • (in preparation). Preliminary report at
    • G. Scutari, F. Facchinei, and L. Lampariello, "Parallel and distrubuted methods for nonconvex optimization Part I&II: Theory & Applications," IEEE Trans. Signal Process., (in preparation). [Online]. Available: Preliminary report at http://www.eng.buffalo.edu/?gesualdo/FLSTechRep13.pdf.
    • IEEE Trans. Signal Process.
    • Scutari, G.1    Facchinei, F.2    Lampariello, L.3
  • 30
    • 34848836954 scopus 로고    scopus 로고
    • Exact penalty functions for generalized Nash problems
    • G. Di Pillo and M. Roma (eds)
    • F. Facchinei and J.-S. Pang, "Exact penalty functions for generalized Nash problems," G. Di Pillo and M. Roma (eds): Large Scale Nonlinear Optimization, pp. 115-126, 2006.
    • (2006) Large Scale Nonlinear Optimization , pp. 115-126
    • Facchinei, F.1    Pang, J.-S.2
  • 31
    • 0003713964 scopus 로고    scopus 로고
    • Belmont, MA, USA: Athena Scientific, 2th Ed.
    • D. Bertsekas, Nonlinear Programming. Belmont, MA, USA: Athena Scientific, 2th Ed., 1999.
    • (1999) Nonlinear Programming
    • Bertsekas, D.1
  • 34
    • 80051739128 scopus 로고    scopus 로고
    • An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel
    • Sept.
    • Q. Shi, M. Razaviyayn, Z.-Q. Luo, and C. He, "An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel," IEEE Trans. Signal Process., vol. 59, no. 9, pp. 4331-4340, Sept. 2011.
    • (2011) IEEE Trans. Signal Process. , vol.59 , Issue.9 , pp. 4331-4340
    • Shi, Q.1    Razaviyayn, M.2    Luo, Z.-Q.3    He, C.4
  • 35
    • 84905265109 scopus 로고    scopus 로고
    • 3GPP TR 36.814
    • "3GPP TR 36.814." [Online]. Available: http://www.3gpp.org/ftp/Specs/archive/36-serier/36.814


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.