Minyi Huang

Associate Professor (on leave, July 2013-June 2014)  

[IMAGE]   School of Mathematics and Statistics
Carleton University 
1125 Colonel By Drive 
Ottawa, ON 
CANADA K1S 5B6 
Office: HP 5269
Tel: +1 (613) 520-2600 ext. 8022  
Fax: +1 (613) 520-3536  
Email: mhuang at math dot carleton dot ca
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Short Bio     Associate Editor: Systems and Control Letters    IMA Journal of Mathematical Control and Information

CanQueue 2008     Applied Probability Summer School 2009
Fields-MITACS Workshop (applied probability) 2010
EPSRC Workshop: Topics in Control, Warwick Mathematics Institute, Nov. 2011
GameNets, Vancouver, 2012     Mean Field Games and Related Topics 2, Padova, Italy, September 2013
Mean Field Games and Related Topics 3, Institute of Henri Poincare , Paris, June 10-12, 2015
Mathematical Cybernetics: Hybrid, Stochastic, and Decentralized Systems, May 28-29, 2015

Research Areas


Opportunities for Graduate Studies

If you are interested in my research areas and wish to pursue graduate studies, please contact me by email (PhD student funding available from NSERC, Ontario Research Fund-MRI, and Huawei Canada).

Publications

  • Recent Papers and Talks at Meetings

    1. M. Huang and S. L. Nguyen. "Continuous time mean field consumption-accumulation modeling". Presented at SIAM Conference on Control and Its Applications, Abstract volume pp. 16, Paris, July 2015.

    2. M. Huang. "Mean field games and application to stochastic growth models". Presented at Markov Processes and Stochastic Models, Workshop in honour of Professor Zhenting Hou, Changsha, China, June 2015.

    3. M. Huang. "Mean field growth modeling with Cobb-Douglas production and relative consumption". Workshop on Mean Field Games and Related Topics III, Henri Poincare Institute, Paris, June 2015.

    4. M. Huang. "Mean field capital growth with relative consumption". Mathematical Cybernetics: Hybrid, Stochastic and Decentralized Systems, Workshop in Honour of Professor Peter E. Caines Carleton University, May 28-29, 2015.

    5. J. Huang and M. Huang. "Robust Nash strategies in mean field LQG games". Presented at SIAM Conference on Financial Mathematics and Engineering, Chicago, November 2014.

    6. M. Huang, T. Li, and J.-F. Zhang. "Stochastic approximation for consensus over general digraphs with Markovian switches". Presented at 53rd IEEE CDC, Los Angeles, December 2014.

    7. M. Huang and S. L. Nguyen "Mean field capital accumulation with stochastic depreciation". Presented at IEEE CDC, Los Angeles, December 2014.

    8. M. Huang. "Mean field game modeling for stochastic economic growth". Presented at Workshop on New Directions in Financial Mathematics and Mathematical Economics, Banff International Research Station, July 2014.

    9. M. Huang. "Mean field games and application to stochastic growth theory". Presented at the 5th Linnaeus University Workshop in Stochastic Analysis and Applications, Vaxjo, Sweden, June 2014.

    10. M. Huang. "Mean field consumption-accumulation optimization with HARA utility" . Presented at Workshop Mean-Field Games and Related Topics--2, Department of Mathematics, University of Padova, Italy, September 2013.

    11. M. Huang. "Mean field Consumption-Accumulation Games with Congestion" . Workshop on Stochastic Games, Equilibrium, and Applications to Energy & Commodities Markets, Fields Institute, Toronto, August 2013.

    12. M. Huang. "A HARA utility mean field game and related nonlinear behaviour" . Presented at School and Conference on Control and Games, Mathematics Institute, Warwick University, UK, May 2013.

    13. M. Huang and J. H. Manton. "Opinion dynamics with noisy information". Presented at IEEE CDC, 2013 [pdf].

    14. M. Huang. "Mean field capital accumulation games: the long time behavior". Presented at IEEE CDC, 2013.

    15. J. Huang and M. Huang. "Mean field LQG games with model uncertainty". Presented at IEEE CDC, 2013.

    16. M. Huang. "A mean field stochastic growth model and its out-of-equilibrium behavior". Presented at SIAM Conference on Control and Its Applications, San Diego, Final Program pp. 143, July 2013.

    17. M. Huang. "Mean field stochastic differential games involving a major player". Presented at the Canadian Mathematical Society Winter Meeting, Ottawa, Ontario, Abstract Volume pp. 105, December 2008.
  • Book Chapters

    1. M. Nourian, P.E. Caines, R.P. Malhame, and M. Huang. "Leader-follower Cucker-Smale type flocking synthesized via mean field stochastic control theory". In Brain, Body and Machines, (Proceedings of CIM 25th Anniversary Symposium, McGill University), J. Angeles el. al. Eds., pp. 283-298, Springer, Berlin, 2010.

    2. M. Huang, P.E. Caines, and R.P. Malhame. "Large population stochastic dynamic games: the Nash certainty equivalence principle and adaptation". In Forever Ljung in System Identification, T. Glad and G. Hendeby Eds., pp. 35-60, Studentlitteratur, Lund, Sweden, 2006.

    3. M. Huang, R.P. Malhame and P.E. Caines. "Nash equilibria for large-population linear stochastic systems of weakly coupled agents". In Analysis, Control and Optimization of Complex Dynamic Systems (GERAD 25th Annivesary Series), E. K. Boukas and R. P. Malhame Eds., Chapter 9, pp. 215-252, Springer, New York, 2005. [pdf] (Chapter 9 in book).
  • Journal Papers

    1. M. Huang, T. Li, and J.-F. Zhang. "Stochastic approximation based consensus dynamics over Markovian networks". SIAM Journal on Control and Optimization vol. pp. 2015 [pdf].

    2. B. Djehiche and M. Huang. "A characterization of sub-game perfect equilibria for SDEs of mean field type". Dynamic Games and Applications (accepted). Preprint, March 2014 [pdf].

    3. Y. Wang, F.R. Yu, H. Tang, and M. Huang. "A mean field game theoretic approach for security enhancements in mobile ad hoc networks". IEEE Trans. Wireless Commun., vol. 13, no. 3, pp. 1616-1627, Mar 2014.

    4. M. Huang. "A mean field capital accumulation game with HARA utility". Dynamic Games and Applications: special issue on mean field games , vol. 3, pp. 446-472, 2013. [pdf].

    5. M. Nourian, P.E. Caines, R.P. Malhame, and M. Huang. "Nash, social and centralized solutions to consensus problems via mean field control theory". IEEE Transactions on Automatic Control, vol. 58, no. 3, pp. 639-653, Mar. 2013.

    6. M. Huang. "Stochastic approximation for consensus: a new approach via ergodic backward products". IEEE Transactions on Automatic Control, vol. 57, no. 12, pp. 2994-3008, Dec. 2012 [pdf].

    7. M. Nourian, P.E. Caines, R.P. Malhame, and M. Huang. "Mean field LQG control in leader-follower stochastic multi-agent systems: likelihood ratio based adaptation". IEEE Transactions on Automatic Control, vol. 57, no. 11, pp. 2801-2816, Nov. 2012 [pdf].

    8. S.L. Nguyen and M. Huang. "Linear-quadratic-Gaussian mixed games with continuum-parametrized minor players". SIAM J. Control and Optimization, vol. 50, no. 5, pp. 2907-2937, 2012 [pdf].

    9. H. Tang, F.R. Yu, M. Huang, and Z. Li. "Distributed consensus-based security mechanisms in cognitive radio mobile ad hoc networks". IET Communications, vol. 6, no. 8, pp. 974-983, 2012.

    10. M. Huang, P.E. Caines, and R.P. Malhame. "Social optima in mean field LQG control: centralized and decentralized strategies". IEEE Transactions on Automatic Control, vol. 57, no. 7, pp. 1736-1751, July 2012 [pdf].

    11. M. Nourian, R.P. Malhame, M. Huang, and P.E. Caines. "Mean field (NCE) formulation of estimation based leader-follower collective dynamics". International Journal of Robotics and Automation, vol. 26, no. 1, pp. 120-129, 2011.

    12. M. Huang, P.E. Caines, and R.P. Malhame. "The NCE (mean field) principle with locality dependent cost interactions". IEEE Transactions on Automatic Control, vol. 55, no. 12, pp. 2799-2805, Dec. 2010 [pdf].

    13. M. Huang, S. Dey, G.N. Nair, and J.H. Manton. "Stochastic consensus over noisy networks with Markovian and arbitrary switches". Automatica, vol. 46, no. 10, pp. 1571-1583, Oct. 2010 [pdf].

    14. F.R. Yu, M. Huang and H. Tang. "Biologically inspired consensus-based spectrum sensing in mobile Ad Hoc networks with cognitive radios". IEEE Network: Special Issue on BioInspired Communications, pp. 26-30, May/June, 2010 [pdf].

    15. M. Huang and J.H. Manton. "Stochastic consensus seeking with noisy and directed inter-agent communication: fixed and randomly varying topologies". IEEE Transactions on Automatic Control, vol. 55, no. 1, pp. 235-241, Jan. 2010 [pdf].

    16. M. Huang. "Large-population LQG games involving a major player: the Nash certainty equivalence principle". SIAM Journal on Control and Optimization, vol. 48, no. 5, pp. 3318-3353, 2010 [pdf].

    17. Z. Li, F.R. Yu, and M. Huang. "A distributed consensus-based cooperative spectrum sensing scheme in cognitive radios". IEEE Transactions on Vehicular Technology, vol. 59, no. 1, pp. 383-393, Jan. 2010 [pdf].

    18. M. Huang and J.H. Manton. "Coordination and consensus of networked agents with noisy measurements: stochastic algorithms and asymptotic behavior". SIAM Journal on Control and Optimization: Special issue on Control and Optimization in Cooperative Networks, vol. 48, no. 1, pp. 134-161, 2009 [pdf].

    19. M. Huang, P.E. Caines, and R.P. Malhame. "Large-population cost-coupled LQG problems with non-uniform agents: individual-mass behavior and decentralized epsilon-Nash equilibria". IEEE Transactions on Automatic Control, vol. 52, no. 9, pp. 1560-1571, Sept. 2007 [pdf].

    20. M. Huang and S. Dey. "Combined rate and power allocation with link scheduling in wireless data packet relay networks with fading channels". EURASIP Journal on Wireless Communications and Networking, vol. 2007, Article ID 24695, 17 pages, 2007. doi:10.1155/2007/24695 [pdf].

    21. M. Huang, P.E. Caines, and R.P. Malhame. "An invariance principle in large population stochastic dynamic games". Journal of Systems Science and Complexity, vol. 20, pp. 162-172, 2007 [pdf].

    22. M. Huang and S. Dey. "Dynamic quantization for multisensor estimation over bandlimited fading channels". IEEE Trans. Signal Process., vol. 55, no. 9, pp. 4696-4702, Sept. 2007.

    23. M. Huang and S. Dey. "Stability of Kalman filtering with Markovian packet losses". Automatica, vol. 43, pp. 598-607, 2007 [pdf].

    24. M. Huang. "Uniqueness of constrained viscosity solutions in hybrid control systems". SIAM Journal on Control and Optimization, vol. 46, no. 1, pp. 332-355, 2007 [pdf].

    25. M. Huang, R.P. Malhame, and P.E. Caines. "Large population stochastic dynamic games: closed-loop McKean-Vlasov systems and the Nash certainty equivalence principle". Communications in Information and Systems , vol. 6, no. 3, pp. 221-251, 2006. [pdf].

    26. M. Huang and S. Dey. "Dynamic quantizer design for hidden Markov state estimation via multiple sensors with fusion center feedback". IEEE Trans. Signal Process., vol. 54, no. 8, pp. 2887-2896, Aug. 2006 [pdf].

    27. M. Huang, R.P. Malhame, and P.E. Caines. "Computationally tractable stochastic power control laws in wireless communications". IEEE Trans. Automatic Control, vol. 50, pp. 263-268, Feb. 2005.

    28. M. Huang, P.E. Caines, and R.P. Malhame. "Degenerate stochastic control problems with exponential costs and weakly coupled dynamics: viscosity solutions and a maximum principle". SIAM Journal on Control and Optimization, vol. 44, no. 1, pp. 367-387, 2005 [pdf].

    29. M. Huang, P.E. Caines, and R.P. Malhame. "Uplink power adjustment in wireless communication systems: a stochastic control analysis". IEEE Trans. Automatic Control, vol. 49, pp. 1693-1708, Oct. 2004 [pdf].

    30. M. Huang and L. Guo. "Stabilization of stochastic systems with hidden Markovian jumps", Science in China (Series F), Vol. 44, April 2001, pp. 104-118.

    31. F. Xue, L. Guo, and M. Huang. "Towards understanding the capability of adaptation for time-varying systems". Automatica, Vol. 37, 2001, pp. 1551-1560.

  • Conference Publications     Conference Presentations (no proceedings)


    Teaching

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    Disclaimer: This page, its contents and style, are the responsibility of the author and do not represent the views, policies or opinions of Carleton University. Last updated: 2007.Sept.