 | 2012 |
| 13 |  | Jiaqiao Hu,
Ping Hu,
Hyeong Soo Chang:
A Stochastic Approximation Framework for a Class of Randomized Optimization Algorithms.
IEEE Trans. Automat. Contr. 57(1): 165-178 (2012) |
| 2011 |
| 12 |  | Jiaqiao Hu,
Hyeong Soo Chang,
Michael C. Fu,
Steven I. Marcus:
Dynamic sample budget allocation in model-based optimization.
J. Global Optimization 50(4): 575-596 (2011) |
| 2010 |
| 11 |  | Jiaqiao Hu,
Hyeong Soo Chang:
An Approximate Stochastic Annealing algorithm for finite horizon Markov decision processes.
CDC 2010: 5338-5343 |
| 10 |  | Jiaqiao Hu,
Ping Hu:
An approximate Annealing Search algorithm to global optimization and its connection to stochastic approximation.
Winter Simulation Conference 2010: 1223-1234 |
| 2009 |
| 9 |  | Jiaqiao Hu,
Ping Hu:
On the Performance of the Cross-Entropy Method.
Winter Simulation Conference 2009: 459-468 |
| 2008 |
| 8 |  | Jiaqiao Hu,
Hyeong Soo Chang:
A population-based cross-entropy method with dynamic sample allocation.
CDC 2008: 2426-2431 |
| 7 |  | Jiaqiao Hu,
Zheng Su:
Bootstrap quantile estimation via importance resampling.
Computational Statistics & Data Analysis 52(12): 5136-5142 (2008) |
| 6 |  | Zheng Su,
Jiaqiao Hu,
Wei Zhu:
Multi-step variance minimization in sequential tests.
Statistics and Computing 18(1): 101-108 (2008) |
| 2007 |
| 5 |  | Ugur Kuter,
Jiaqiao Hu:
Computing and Using Lower and Upper Bounds for Action Elimination in MDP Planning.
SARA 2007: 243-257 |
| 4 |  | Jiaqiao Hu,
Michael C. Fu,
Vahid Reza Ramezani,
Steven I. Marcus:
An Evolutionary Random Policy Search Algorithm for Solving Markov Decision Processes.
INFORMS Journal on Computing 19(2): 161-174 (2007) |
| 3 |  | Jiaqiao Hu,
Michael C. Fu,
Steven I. Marcus:
A Model Reference Adaptive Search Method for Global Optimization.
Operations Research 55(3): 549-568 (2007) |
| 2005 |
| 2 |  | Jiaqiao Hu,
Michael C. Fu,
Steven I. Marcus:
Stochastic optimization using model reference adaptive search.
Winter Simulation Conference 2005: 811-818 |
| 1 |  | Hyeong Soo Chang,
Michael C. Fu,
Jiaqiao Hu,
Steven I. Marcus:
An Adaptive Sampling Algorithm for Solving Markov Decision Processes.
Operations Research 53(1): 126-139 (2005) |