Alfredo Garcia's Research

B. Control Systems

  1. On the Local Linear Rate of Consensus on the Stiefel Manifold, S. Chen, A. Garcia, M. Hong and S. Shahrampour, (2023) IEEE Transactions on Automatic Control, DOI: 10.1109/TAC.2023.3330735

  2. Structural Estimation of Partially Observable Markov Decision Processes, Y. Chang, A. Garcia, Z. Wang and L. Sun (2022), IEEE Transactions on Automatic Control , DOI: 10.1109/TAC.2022.3217908

  3. Distributed Networked Learning with Correlated Data, L. Hong, A. Garcia and C. Eksin (2022), Automatica, Vol. 137 pp. 110-134
  4. On Distributed Non-convex Optimization: Projected Subgradient Method For Weakly Convex Problems in Networks (2022) S. Chen, A. Garcia and S. Shahrampour, IEEE Transactions on Automatic Control, Vol. 67 No.2, pp. 662-675
  5. Distributed Networked Real-time Learning (2021) A. Garcia, L. Wang, J. Huang and L. Hong,  IEEE Transactions on Control of Network Systems, Vol. 8, No. 1, pp. 28-38
  6. An Online Mechanism for Resource Allocation in Networks (2020) S. Pu, J. Escudero-Garzas, A. Garcia, S. Shahrampour, IEEE Transactions on Control of Network Systems, Vol. 7, No. 3, pp. 1140-1150
  7. Zeroth Order Non-convex Multi-Agent Optimization over Networks (2019) D. Hajinezhad, M. Hong and A. Garcia, IEEE Transactions on Automatic Control, Vol. 64, No. 10 pp. 3995-4010
  8. Swarming for Faster Convergence in Stochastic Optimization, S. Pu and A. Garcia (2018), SIAM Journal on Control and Optimization Vol. 56 No. 4, pp. 2997-3020.
  9. Noise Reduction by Swarming in Social Foraging, S. Pu, A. Garcia and Z. Lin, IEEE Transactions on Automatic Control, (2016) Vol. 61 No. 12 pp. 4007-4013
  10. Distributed Synchronization Control of Multi-agent Systems with Unknown Nonlinearities, S. Su, Z. Lin and A. Garcia, IEEE Transactions on Cybernetics, (2016) Vol. 46, No. pp. 325-338
  11. Efficient Rate Allocation in Wireless Networks Under Incomplete Information,  A. Garcia and M. Hong, IEEE Transactions on Automatic Control, (2016) Vol. 61, No.5 pp: 1397-1402
  12. Dynamic Incentives for Congestion Control, J. Barrera and A. Garcia, IEEE Transactions on Automatic Control, (2015) Vol. 60 No. 2, pp. 299-310
  13. A Bio-Inspired Scheme for Coordinated Online Search, A. Garcia, F. Pedraza and Ch. Li, IEEE Transactions on Automatic Control, (2010) Vol. 55 No. 9 pp. 2142-2148
  14. Dynamic Auctions for On-Demand Services, A. Garcia, N. Fabra and E. Campos, IEEE Transactions on Cybernetics (2007) Vol 37 No. 6, pp 878- 886