Comprehensive exploration of Q-Learning, SARSA, actor-critics, R-SMART, and neural-network-based function approximation. Extensive coverage of static simulation-based optimization techniques, including simulated annealing, LA, and simultaneous perturbation. Case studies with practical applications and download...
Simulation-based optimizationBallast simulationThis paper focuses on the optimization of self-propelled modular transporter (SPMT) load-outs. In common practice, a series of independent sub-systems are usually established based on the idea of multi-tasking. However, the conventional strategy features ...
Simulation-based optimization revolves around methods that require the maximization (or minimization) of the net rewards (or costs) obtained from a random system. We will be concerned with two types of optimization problems: (1) parametric optimization (also called static optimization) and (2) ...
To address this issue, a simulation-based optimization method is proposed for assisted station locations in FRT and to reduce the system costs, including that for energy consumption. First, considering the uncertain travel demands of passengers, this location problem is modelled as a simulation-based...
Simulation-Based Optimization 作者:Abhijit Gosavi 出版社:Springer 副标题:Parametric Optimization Techniques and Reinforcement Learning 出版年:2014-10-30 页数:508 定价:USD 99.00 装帧:Hardcover ISBN:9781489974907 豆瓣评分 评价人数不足 评价: 写笔记
"Simulation-based optimization for material dispatching in a retailer network". Proceedings of the 2004 Winter Simulation Conference, 1412-1417.Subramaniam G, Gosavi A. Simulation-based optimization for material dispatching in a retailer network. In: Proceedings of the 2004 winter simulation conference....
Background:Simulation-BasedOptimization •Optimizationarisesintwowaysinsimulation:A.Buildingsimulationmodel(parameterestimation)B.Usingsimulationforoptimizationofrealsystemgiventhat problemAhasbeensolved•FocushereisproblemB •Fundamentalgoalistooptimizedesignvectorinrealsystem;simulationisproxyinoptimizationprocess ...
leads to a simulation-based optimization framework that is computationally efficient and suitable for complex problems with tight computational budgets. Keywords: Traffic control, Simulation-based Optimization, Metamodel, Queueing 1 Introduction
In order to solve the dynamic container truck configuration problem of container terminals, a simulation-based optimization (SBO) method was proposed. 运用仿真模型与优化算法相结合的基于仿真的优化方法(SBO)对集装箱码头动态集卡配置问题进行了求解,并将基于MPI消息传递标准的并行集群计算方法引入该求解过程,...
1. An Application of Simulation-based Optimization Technique in Modeling of a Kind of CAS Uncertainty; 仿真优化技术在一类CAS问题不确定性建模中的应用更多例句>> 2) visualized simulation technology 可视化仿真技术 1. The application of visualized simulation technology will help students understand their...