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Volumn 64, Issue 23, 2016, Pages 6227-6242

Robust Transmission in Downlink Multiuser MISO Systems: A Rate-Splitting Approach

Author keywords

Degrees of freedom; linear precoding; max min fairness; MISO BC; quality of service; robust optimization

Indexed keywords

CHANNEL STATE INFORMATION; DEGREES OF FREEDOM (MECHANICS); MEAN SQUARE ERROR; MECHANICS; OPTIMIZATION; SIGNAL TO NOISE RATIO;

EID: 84994430583     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2016.2591501     Document Type: Conference Paper
Times cited : (239)

References (54)
  • 1
    • 84973341487 scopus 로고    scopus 로고
    • A rate-splitting approach to robust multiuser MISO transmission
    • Mar.
    • H. Joudeh and B. Clerckx, "A rate-splitting approach to robust multiuser MISO transmission," in Proc. IEEE ICASSP, Mar. 2016, pp. 3436-3440.
    • (2016) Proc. IEEE ICASSP , pp. 3436-3440
    • Joudeh, H.1    Clerckx, B.2
  • 3
    • 0003819401 scopus 로고    scopus 로고
    • Optimal and suboptimal transmit beamforming
    • L. C. Godara, Ed. Boca Raton, FL, USA: CRC Press
    • M. Bengtsson and B. Ottersten, "Optimal and suboptimal transmit beamforming," in Handbook of Antennas in Wireless Communications, L. C. Godara, Ed. Boca Raton, FL, USA: CRC Press, 2001.
    • (2001) Handbook of Antennas in Wireless Communications
    • Bengtsson, M.1    Ottersten, B.2
  • 4
    • 30344463816 scopus 로고    scopus 로고
    • Linear precoding via conic optimization for fixed MIMO receivers
    • Jan.
    • A.Wiesel, Y. Eldar, and S. Shamai, "Linear precoding via conic optimization for fixed MIMO receivers," IEEE Trans. Signal Process., vol. 54, no. 1, pp. 161-176, Jan. 2006.
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.1 , pp. 161-176
    • Wiesel, A.1    Eldar, Y.2    Shamai, S.3
  • 5
    • 0037399093 scopus 로고    scopus 로고
    • How much training is needed in multipleantenna wireless links?
    • Apr.
    • B. Hassibi and B. Hochwald, "How much training is needed in multipleantenna wireless links?" IEEE Trans. Inf. Theory, vol. 49, no. 4, pp. 951-963, Apr. 2003.
    • (2003) IEEE Trans. Inf. Theory , vol.49 , Issue.4 , pp. 951-963
    • Hassibi, B.1    Hochwald, B.2
  • 6
    • 54249161889 scopus 로고    scopus 로고
    • An overview of limited feedback in wireless communication systems
    • Oct.
    • D. Love, R. Heath, V. Lau, D. Gesbert, B. Rao, and M. Andrews, "An overview of limited feedback in wireless communication systems," IEEE J. Sel. Areas Commun., vol. 26, no. 8, pp. 1341-1365, Oct. 2008.
    • (2008) IEEE J. Sel. Areas Commun. , vol.26 , Issue.8 , pp. 1341-1365
    • Love, D.1    Heath, R.2    Lau, V.3    Gesbert, D.4    Rao, B.5    Andrews, M.6
  • 7
    • 33750593475 scopus 로고    scopus 로고
    • MIMO broadcast channels with finite-rate feedback
    • Nov.
    • N. Jindal, "MIMO broadcast channels with finite-rate feedback," IEEE Trans. Inf. Theory, vol. 52, no. 11, pp. 5045-5060, Nov. 2006.
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.11 , pp. 5045-5060
    • Jindal, N.1
  • 8
    • 34347398034 scopus 로고    scopus 로고
    • Multiple antenna broadcast channels with shape feedback and limited feedback
    • Jul.
    • P. Ding, D. Love, and M. Zoltowski, "Multiple antenna broadcast channels with shape feedback and limited feedback," IEEE Trans. Signal Process., vol. 55, no. 7, pp. 3417-3428, Jul. 2007.
    • (2007) IEEE Trans. Signal Process. , vol.55 , Issue.7 , pp. 3417-3428
    • Ding, P.1    Love, D.2    Zoltowski, M.3
  • 9
    • 77957603159 scopus 로고    scopus 로고
    • Multiuser MIMO achievable rates with downlink training and channel state feedback
    • Jun.
    • G. Caire, N. Jindal, M. Kobayashi, and N. Ravindran, "Multiuser MIMO achievable rates with downlink training and channel state feedback," IEEE Trans. Inf. Theory, vol. 56, no. 6, pp. 2845-2866, Jun. 2010.
    • (2010) IEEE Trans. Inf. Theory , vol.56 , Issue.6 , pp. 2845-2866
    • Caire, G.1    Jindal, N.2    Kobayashi, M.3    Ravindran, N.4
  • 10
    • 50249116149 scopus 로고    scopus 로고
    • A tractable method for robust downlink beamforming in wireless communications
    • Nov.
    • A. Mutapcic, S. Kim, and S. Boyd, "A tractable method for robust downlink beamforming in wireless communications," in Proc. Asilomar, Nov. 2007, pp. 1224-1228.
    • (2007) Proc. Asilomar , pp. 1224-1228
    • Mutapcic, A.1    Kim, S.2    Boyd, S.3
  • 11
    • 69349101742 scopus 로고    scopus 로고
    • Robust transceiver optimization in downlink multiuser MIMO systems
    • Sep.
    • N. Vucic, H. Boche, and S. Shi, "Robust transceiver optimization in downlink multiuser MIMO systems," IEEE Trans. Signal Process., vol. 57, no. 9, pp. 3576-3587, Sep. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.9 , pp. 3576-3587
    • Vucic, N.1    Boche, H.2    Shi, S.3
  • 12
    • 60549116535 scopus 로고    scopus 로고
    • Robust QoS-constrained optimization of downlinkmultiuserMISO systems
    • Feb.
    • N. Vucic and H. Boche, "Robust QoS-constrained optimization of downlinkmultiuserMISO systems," IEEE Trans. Signal Process., vol. 57, no. 2, pp. 714-725, Feb. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.2 , pp. 714-725
    • Vucic, N.1    Boche, H.2
  • 13
    • 84886685080 scopus 로고    scopus 로고
    • Robust SINRconstrained MISO downlink beamforming: When is semidefinite programming relaxation tight?
    • E. Song, Q. Shi, M. Sanjabi, R.-Y. Sun, and Z.-Q. Luo, "Robust SINRconstrained MISO downlink beamforming: When is semidefinite programming relaxation tight?" EURASIP J. Wireless Commun. Netw., vol. 2012, no. 1, pp. 1-11, 2012.
    • (2012) EURASIP J. Wireless Commun. Netw. , vol.2012 , Issue.1 , pp. 1-11
    • Song, E.1    Shi, Q.2    Sanjabi, M.3    Sun, R.-Y.4    Luo, Z.-Q.5
  • 14
    • 39449105954 scopus 로고    scopus 로고
    • Convex conic formulations of robust downlink precoder designs with quality of service constraints
    • Dec.
    • M. Shenouda and T. Davidson, "Convex conic formulations of robust downlink precoder designs with quality of service constraints," IEEE J. Sel. Topics Signal Process., vol. 1, no. 4, pp. 714-724, Dec. 2007.
    • (2007) IEEE J. Sel. Topics Signal Process. , vol.1 , Issue.4 , pp. 714-724
    • Shenouda, M.1    Davidson, T.2
  • 15
    • 65649121907 scopus 로고    scopus 로고
    • Nonlinear and linear broadcasting with QoS requirements: Tractable approaches for bounded channel uncertainties
    • May
    • M. Shenouda and T. Davidson, "Nonlinear and linear broadcasting with QoS requirements: Tractable approaches for bounded channel uncertainties," IEEE Trans. Signal Process., vol. 57, no. 5, pp. 1936-1947, May 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.5 , pp. 1936-1947
    • Shenouda, M.1    Davidson, T.2
  • 16
    • 49249126783 scopus 로고    scopus 로고
    • On the design of linear transceivers for multiuser systemswith channel uncertainty
    • Aug.
    • M. Shenouda and T. Davidson, "On the design of linear transceivers for multiuser systemswith channel uncertainty," IEEE J. Sel. Areas Commun., vol. 26, no. 6, pp. 1015-1024, Aug. 2008.
    • (2008) IEEE J. Sel. Areas Commun. , vol.26 , Issue.6 , pp. 1015-1024
    • Shenouda, M.1    Davidson, T.2
  • 17
    • 84908023928 scopus 로고    scopus 로고
    • Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization
    • Nov.
    • K.-Y. Wang, A.-C. So, T.-H. Chang, W.-K. Ma, and C.-Y. Chi, "Outage constrained robust transmit optimization for multiuser MISO downlinks: Tractable approximations by conic optimization," IEEE Trans. Signal Process., vol. 62, no. 21, pp. 5690-5705, Nov. 2014.
    • (2014) IEEE Trans. Signal Process. , vol.62 , Issue.21 , pp. 5690-5705
    • Wang, K.-Y.1    So, A.-C.2    Chang, T.-H.3    Ma, W.-K.4    Chi, C.-Y.5
  • 18
    • 0022034007 scopus 로고
    • Robust techniques for signal processing: A survey
    • Mar.
    • S. Kassam and H. Poor, "Robust techniques for signal processing: A survey," Proc. IEEE, vol. 73, no. 3, pp. 433-481, Mar. 1985.
    • (1985) Proc. IEEE , vol.73 , Issue.3 , pp. 433-481
    • Kassam, S.1    Poor, H.2
  • 20
    • 84871751667 scopus 로고    scopus 로고
    • Degrees of freedom of time correlated MISO broadcast channel with delayed CSIT
    • Jan.
    • S. Yang, M. Kobayashi, D. Gesbert, and X. Yi, "Degrees of freedom of time correlated MISO broadcast channel with delayed CSIT," IEEE Trans. Inf. Theory, vol. 59, no. 1, pp. 315-328, Jan. 2013.
    • (2013) IEEE Trans. Inf. Theory , vol.59 , Issue.1 , pp. 315-328
    • Yang, S.1    Kobayashi, M.2    Gesbert, D.3    Yi, X.4
  • 21
    • 84973277194 scopus 로고    scopus 로고
    • MISO BC with imperfect and (un)matched CSIT in the frequency domain: DoF region and transmission strategies
    • Sep.
    • C. Hao and B. Clerckx, "MISO BC with imperfect and (un)matched CSIT in the frequency domain: DoF region and transmission strategies," in Proc. IEEE PIMRC, Sep. 2013, pp. 1-6.
    • (2013) Proc. IEEE PIMRC , pp. 1-6
    • Hao, C.1    Clerckx, B.2
  • 22
    • 84941267226 scopus 로고    scopus 로고
    • Rate analysis of two-receiver MISO broadcast channel with finite rate feedback: A rate-splitting approach
    • Sep.
    • C. Hao, Y. Wu, and B. Clerckx, "Rate analysis of two-receiver MISO broadcast channel with finite rate feedback: A rate-splitting approach," IEEE Trans. Commun., vol. 63, no. 9, pp. 3232-3246, Sep. 2015.
    • (2015) IEEE Trans. Commun. , vol.63 , Issue.9 , pp. 3232-3246
    • Hao, C.1    Wu, Y.2    Clerckx, B.3
  • 23
    • 84953733718 scopus 로고    scopus 로고
    • Sum rate maximization for MU-MISO with partial CSIT using joint multicasting and broadcasting
    • Jun.
    • H. Joudeh and B. Clerckx, "Sum rate maximization for MU-MISO with partial CSIT using joint multicasting and broadcasting," in Proc. IEEE ICC, Jun. 2015, pp. 6349-6354.
    • (2015) Proc. IEEE ICC , pp. 6349-6354
    • Joudeh, H.1    Clerckx, B.2
  • 25
    • 84978872752 scopus 로고    scopus 로고
    • A rate splitting strategy for massive MIMO with imperfect CSIT
    • M. Dai, B. Clerckx, D. Gesbert, and G. Caire, "A rate splitting strategy for massive MIMO with imperfect CSIT," IEEE Trans. Wireless Commun., vol. 15, no. 7, pp. 4611-4624, 2016.
    • (2016) IEEE Trans. Wireless Commun. , vol.15 , Issue.7 , pp. 4611-4624
    • Dai, M.1    Clerckx, B.2    Gesbert, D.3    Caire, G.4
  • 26
    • 84953729484 scopus 로고    scopus 로고
    • Achieving max-min fairness for MU-MISO with partial CSIT: A multicast assisted transmission
    • Jun.
    • H. Joudeh and B. Clerckx, "Achieving max-min fairness for MU-MISO with partial CSIT: A multicast assisted transmission," in Proc. IEEE ICC, Jun. 2015, pp. 6355-6360.
    • (2015) Proc. IEEE ICC , pp. 6355-6360
    • Joudeh, H.1    Clerckx, B.2
  • 27
    • 58149123337 scopus 로고    scopus 로고
    • Weighted sumrate maximization using weighted MMSE for MIMO-BC beamforming design
    • Dec.
    • S. Christensen, R. Agarwal, E. Carvalho, and J. Cioffi, "Weighted sumrate maximization using weighted MMSE for MIMO-BC beamforming design," IEEE Trans. Wireless Commun., vol. 7, no. 12, pp. 4792-4799, Dec. 2008.
    • (2008) IEEE Trans. Wireless Commun. , vol.7 , Issue.12 , pp. 4792-4799
    • Christensen, S.1    Agarwal, R.2    Carvalho, E.3    Cioffi, J.4
  • 28
    • 80051739128 scopus 로고    scopus 로고
    • An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel
    • Sep.
    • 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, Sep. 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
  • 29
    • 80455139463 scopus 로고    scopus 로고
    • Robust linear precoder design for multi-cell downlink transmission
    • Jan.
    • A. Tajer, N. Prasad, and X. Wang, "Robust linear precoder design for multi-cell downlink transmission," IEEE Trans. Signal Process., vol. 59, no. 1, pp. 235-251, Jan. 2011.
    • (2011) IEEE Trans. Signal Process. , vol.59 , Issue.1 , pp. 235-251
    • Tajer, A.1    Prasad, N.2    Wang, X.3
  • 30
    • 3142711365 scopus 로고    scopus 로고
    • A competitive minimax approach to robust estimation of random parameters
    • Jul.
    • Y. Eldar and N. Merhav, "A competitive minimax approach to robust estimation of random parameters," IEEE Trans. Signal Process., vol. 52, no. 7, pp. 1931-1946, Jul. 2004.
    • (2004) IEEE Trans. Signal Process. , vol.52 , Issue.7 , pp. 1931-1946
    • Eldar, Y.1    Merhav, N.2
  • 32
    • 70349492899 scopus 로고    scopus 로고
    • Cutting-set methods for robust convex optimization with pessimizing oracles
    • A. Mutapcic and S. Boyd, "Cutting-set methods for robust convex optimization with pessimizing oracles," Optim. Methods Softw., vol. 24, no. 3, pp. 381-406, 2009.
    • (2009) Optim. Methods Softw. , vol.24 , Issue.3 , pp. 381-406
    • Mutapcic, A.1    Boyd, S.2
  • 33
    • 80054086863 scopus 로고    scopus 로고
    • Relay precoder optimization in MIMO-relay networks with imperfect CSI
    • Nov.
    • P. Ubaidulla and A. Chockalingam, "Relay precoder optimization in MIMO-relay networks with imperfect CSI," IEEE Trans. Signal Process., vol. 59, no. 11, pp. 5473-5484, Nov. 2011.
    • (2011) IEEE Trans. Signal Process. , vol.59 , Issue.11 , pp. 5473-5484
    • Ubaidulla, P.1    Chockalingam, A.2
  • 34
    • 84901341967 scopus 로고    scopus 로고
    • Robust two-way cognitive relaying: Precoder designs under interference constraints and imperfect CSI
    • May
    • P. Ubaidulla and S. Aissa, "Robust two-way cognitive relaying: Precoder designs under interference constraints and imperfect CSI," IEEE Trans. Wireless Commun., vol. 13, no. 5, pp. 2478-2489, May 2014.
    • (2014) IEEE Trans. Wireless Commun. , vol.13 , Issue.5 , pp. 2478-2489
    • Ubaidulla, P.1    Aissa, S.2
  • 35
    • 84927661370 scopus 로고    scopus 로고
    • Robust transceiver design for downlink multiuserMIMO AF relay systems
    • Apr.
    • J. Liu, F. Gao, and Z. Qiu, "Robust transceiver design for downlink multiuserMIMO AF relay systems," IEEE Trans. Wireless Commun., vol. 14, no. 4, pp. 2218-2231, Apr. 2015.
    • (2015) IEEE Trans. Wireless Commun. , vol.14 , Issue.4 , pp. 2218-2231
    • Liu, J.1    Gao, F.2    Qiu, Z.3
  • 36
    • 0038105207 scopus 로고    scopus 로고
    • On the achievable throughput of a multiantenna Gaussian broadcast channel
    • Jul.
    • G. Caire and S. Shamai, "On the achievable throughput of a multiantenna Gaussian broadcast channel," IEEE Trans. Inf. Theory, vol. 49, no. 7, pp. 1691-1706, Jul. 2003.
    • (2003) IEEE Trans. Inf. Theory , vol.49 , Issue.7 , pp. 1691-1706
    • Caire, G.1    Shamai, S.2
  • 37
    • 84885372928 scopus 로고    scopus 로고
    • Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness
    • M. Razaviyayn, M. Hong, and Z.-Q. Luo, "Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness," Signal Process., vol. 93, no. 12, pp. 3327-3340, 2013.
    • (2013) Signal Process. , vol.93 , Issue.12 , pp. 3327-3340
    • Razaviyayn, M.1    Hong, M.2    Luo, Z.-Q.3
  • 38
    • 0003988240 scopus 로고    scopus 로고
    • 2nd ed. Belmont, MA, USA: Athena Scientific
    • D. P. Bertsekas, Nonlinear Programming, 2nd ed. Belmont, MA, USA: Athena Scientific, 1999.
    • (1999) Nonlinear Programming
    • Bertsekas, D.P.1
  • 41
    • 29744434310 scopus 로고    scopus 로고
    • An iterative method for solving KKT system of the semi-infinite programming
    • S.-Y. Wu, D.-H. Li, L. Qi, and G. Zhou, "An iterative method for solving KKT system of the semi-infinite programming," Optim. Methods Softw., vol. 20, no. 6, pp. 629-643, 2005.
    • (2005) Optim. Methods Softw. , vol.20 , Issue.6 , pp. 629-643
    • Wu, S.-Y.1    Li, D.-H.2    Qi, L.3    Zhou, G.4
  • 42
    • 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
  • 44
    • 0000181889 scopus 로고
    • On nonlinear fractional programming
    • W. Dinkelbach, "On nonlinear fractional programming," Manag. Sci., vol. 13, no. 7, pp. 492-498, 1967.
    • (1967) Manag. Sci. , vol.13 , Issue.7 , pp. 492-498
    • Dinkelbach, W.1
  • 45
    • 0032081028 scopus 로고    scopus 로고
    • A dc optimization algorithm for solving the trust-region subproblem
    • P. D. Tao and L. T. H. An, "A dc optimization algorithm for solving the trust-region subproblem," SIAM J. Optim., vol. 8, no. 2, pp. 476-505, 1998.
    • (1998) SIAM J. Optim. , vol.8 , Issue.2 , pp. 476-505
    • Tao, P.D.1    An, L.T.H.2
  • 48
    • 33744542350 scopus 로고    scopus 로고
    • Transmit beamforming for physical-layer multicasting
    • Jun.
    • N. Sidiropoulos, T. Davidson, and Z.-Q. Luo, "Transmit beamforming for physical-layer multicasting," IEEE Trans. Signal Process., vol. 54, no. 6, pp. 2239-2251, Jun. 2006.
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.6 , pp. 2239-2251
    • Sidiropoulos, N.1    Davidson, T.2    Luo, Z.-Q.3
  • 49
    • 77954608750 scopus 로고    scopus 로고
    • Robust downlink beamforming in multiuser MISO cognitive radio networks with imperfect channel-state information
    • Jul.
    • E. Gharavol, Y.-C. Liang, and K. Mouthaan, "Robust downlink beamforming in multiuser MISO cognitive radio networks with imperfect channel-state information," IEEE Trans. Veh. Technol., vol. 59, no. 6, pp. 2852-2860, Jul. 2010.
    • (2010) IEEE Trans. Veh. Technol. , vol.59 , Issue.6 , pp. 2852-2860
    • Gharavol, E.1    Liang, Y.-C.2    Mouthaan, K.3
  • 50
    • 84960448515 scopus 로고    scopus 로고
    • Robust beamforming with partial channel state information for energy efficient networks
    • Dec.
    • W. Xu, Y. Cui, H. Zhang, G. Li, and X. You, "Robust beamforming with partial channel state information for energy efficient networks," IEEE J. Sel. Areas Commun., vol. 33, no. 12, pp. 2920-2935, Dec. 2015.
    • (2015) IEEE J. Sel. Areas Commun. , vol.33 , Issue.12 , pp. 2920-2935
    • Xu, W.1    Cui, Y.2    Zhang, H.3    Li, G.4    You, X.5
  • 51
    • 0037304809 scopus 로고    scopus 로고
    • Robust adaptive beamforming using worst-case performance optimization: A solution to the signal mismatch problem
    • Feb.
    • S.Vorobyov, A. Gershman, and Z.-Q. Luo, "Robust adaptive beamforming using worst-case performance optimization: A solution to the signal mismatch problem," IEEE Trans. Signal Process., vol. 51, no. 2, pp. 313-324, Feb. 2003.
    • (2003) IEEE Trans. Signal Process. , vol.51 , Issue.2 , pp. 313-324
    • Vorobyov, S.1    Gershman, A.2    Luo, Z.-Q.3
  • 52
    • 33846685095 scopus 로고    scopus 로고
    • Semi-infinite programming
    • M. López and G. Still, "Semi-infinite programming," Eur. J. Oper. Res., vol. 180, no. 2, pp. 491-518, 2007.
    • (2007) Eur. J. Oper. Res. , vol.180 , Issue.2 , pp. 491-518
    • López, M.1    Still, G.2
  • 53
    • 61949315872 scopus 로고    scopus 로고
    • Semi-infinite programming, duality, discretization and optimality conditions
    • A. Shapiro, "Semi-infinite programming, duality, discretization and optimality conditions," Optimization, vol. 58, no. 2, pp. 133-161, 2009.
    • (2009) Optimization , vol.58 , Issue.2 , pp. 133-161
    • Shapiro, A.1
  • 54
    • 0001673058 scopus 로고
    • A necessary and sufficient regularity condition to have bounded multipliers in nonconvex programming
    • J. Gauvin, "A necessary and sufficient regularity condition to have bounded multipliers in nonconvex programming," Math. Programm., vol. 12, no. 1, pp. 136-138, 1977.
    • (1977) Math. Programm. , vol.12 , Issue.1 , pp. 136-138
    • Gauvin, J.1


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