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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：85/0  |  提交时间：2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Decarbonizing China's power sector by 2030 with consideration of technological progress and cross-regional power transmission 期刊论文
ENERGY POLICY, 2021, 卷号: 150, 页码: 14
作者:  Xiao, Jin;  Li, Guohao;  Xie, Ling;  Wang, Shouyang;  Yu, Lean
收藏  |  浏览/下载：132/0  |  提交时间：2021/06/01
Decarbonization  Power sector  Structural optimization  Technology learning curve  Cross-regional power transmission  
Neural Network-Based Model-Free Learning Approach for Approximate Optimal Control of Nonlinear Systems 期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2021, 卷号: E104A, 期号: 2, 页码: 532-541
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：121/0  |  提交时间：2021/10/26
infinite-time horizon  approximate optimal control design  completely model-free  neural network  
Optimal selection and release problem in software testing process: A continuous time stochastic control approach 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 卷号: 285, 期号: 1, 页码: 211-222
作者:  Cao, Ping;  Yang, Ke;  Liu, Ke
收藏  |  浏览/下载：187/0  |  提交时间：2020/06/30
Project management  Software testing process  Dynamic programming  Continuous time stochastic optimal control  Optimal software testing and release  
Maintenance optimization for a Markovian deteriorating system with population heterogeneity 期刊论文
IIE TRANSACTIONS, 2017, 卷号: 49, 期号: 1, 页码: 96-109
作者:  van Oosterom, Chiel;  Peng, Hao;  van Houtum, Geert-Jan
收藏  |  浏览/下载：118/0  |  提交时间：2018/07/30
Replacement optimization  population heterogeneity  partially observable Markov decision process  optimal policy structure  
Optimal dynamic pricing problem considering patient and impatient customers' purchasing behaviour 期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2015, 卷号: 53, 期号: 22, 页码: 6719-6735
作者:  Cao, Ping;  Fan, Mengmeng;  Liu, Ke
收藏  |  浏览/下载：141/0  |  提交时间：2018/07/30
pricing  patient customer  impatient customer  control limit policy  value of information  
Near-optimal (r,Q) policies for a two-stage serial inventory system with Poisson demand 期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 卷号: 133, 期号: 2, 页码: 728-735
作者:  Yang, Lei;  Yang, Jian;  Yu, Gang;  Zhang, Hanqin
收藏  |  浏览/下载：146/0  |  提交时间：2018/07/30
Multi-echelon inventory  (r,Q) policy  Stochastic demand  Algorithm  
Optimal policies for inventory systems with discretionary sales, random yield and lost sales 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2010, 卷号: 26, 期号: 1, 页码: 41-54
作者:  Yan, Xiao-ming;  Liu, Ke
收藏  |  浏览/下载：126/0  |  提交时间：2018/07/30
Inventory  Discretionary sales  Lost sales  Random yield  
A ratio-dependent predator-prey model with stage structure and optimal harvesting policy 期刊论文
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2008, 卷号: 31, 期号: 7, 页码: 859-877
作者:  Cai, Liming;  Li, Xuezhi;  Yu, Jingyuan;  Zhu, Guangtian
收藏  |  浏览/下载：93/0  |  提交时间：2018/07/30
predator-prey system  stage structure  ratio dependence  global stability  optimal harvesting policy  
On average reward semi-markov decision processes with a general multichain structure 期刊论文
MATHEMATICS OF OPERATIONS RESEARCH, 2004, 卷号: 29, 期号: 2, 页码: 339-352
作者:  Jianyong, L;  Xiaobo, Z
收藏  |  浏览/下载：87/0  |  提交时间：2018/07/30
semi-Markov decision processes  average reward criterion  multichain structure  data-transformation method  optimal policy