A method and a system are disclosed for solving a dynamic programming problem using a quantum computer. The method comprises receiving an indication of a dynamic programming problem, the dynamic programming problem comprising a plurality of transition kernels, receiving data representative of the dynamic...
从上一节已经知道了MDP的组成(状态集合(S),action的集合(A),状态转移(T),reward function(r),discount factor(0~1)),那么solving MDP指的就是使用MDP来进行prediction和optimal Control。其中prediction就是给定MDP和policy,找到state,action value function。optimal control就是给定MDP,找到最优的policy(这个问题也...
dynamicprogramming ; evolutionalgorithm 空间交会对接是实现空间物质能量运输、装配与维护等空间操作必不可少的核心技术,国际上已经 进行了多次交会对接工程应用,当前我国也进入了工程计划阶段。随着该技术的不断发展,问题已从解 决交会实现转到要求交会任务在某些指标上达到最优。 图 1! 次机动交会示意图 Fig.1Sketch...
In this paper we present an efficient parallelization of the dynamic programming applied to bi-knapsack problem, in distributed memory machines(MMD). Our approach develops the tiling technique in order to control the grain parallelism and find the optimal granularity. Our proposed approach has been i...
Project scheduling problems with both resource constraints and uncertain task durations have applications in a variety of industries. While the existing research literature has been focusing on finding an a priori open-loop task sequence that minimizes the expected makespan, finding a dynamic and adaptiv...
Gradient calculations for dynamic recurrent neural networks: A survey IEEE Transactions on Neural Networks, 6 (5) (1995), pp. 1212-1228 View in ScopusGoogle Scholar 9. S.H. Zak, V. Upatising, S. Hui Solving linear programming problems with neural networks: A comparative study IEEE Transacti...
machine code. Higher-level programming languages like Python allow programmers to express solutions to programming problems in terms that are much closer to a natural language like English. Some examples of the more popular of the hundreds of higher-level programming languages that have been ...
SOLVING DYNAMIC WILDLIFE RESOURCE OPTIMIZATION PROBLEMS USING REINFORCEMENT LEARNING An important technical component of natural resource management, particularly in an adaptive management context, is optimization. This is used to select the most appropriate management strategy, given a model of the system ...
A review of dynamic vehicle routing problems Eur J Oper Res, 225 (1) (2013), pp. 1-11 View PDFView articleView in ScopusGoogle Scholar [36] H.N. Psaraftis A dynamic programming solution to the single vehicle many-to-many immediate request dial-a-ride problem Transp Sci, 14 (2) (...
Parallelism in dynamic programming is considered within the specificity of optimal control. We present the program PDVP developed for solving a general det... JDD Melo,JL Calvet,JM Garcia - 《Parallel Computing》 被引量: 15发表: 1990年 Solving Stochastic Programming Problems by Successive Regression...