| 期刊全稱 | Anticipatory Optimization for Dynamic Decision Making | | 影響因子2023 | Stephan Meisel | | 視頻video | http://file.papertrans.cn/159/158519/158519.mp4 | | 發(fā)行地址 | First book to show how to solve dynamic vehicle routing problems with approximate dynamic programming with anticipation.Introduces anticipatory optimization for dynamic decision making.Explores synerg | | 學(xué)科分類 | Operations Research/Computer Science Interfaces Series | | 圖書(shū)封面 |  | | 影響因子 | .The availability of today’s online information systems rapidly increases the relevance of dynamic decision making within a large number of operational contexts. Whenever a sequence of interdependent decisions occurs, making a single decision raises the need for anticipation of its future impact on the entire decision process. Anticipatory support is needed for a broad variety of dynamic and stochastic decision problems from different operational contexts such as finance, energy management, manufacturing and transportation. Example problems include asset allocation, feed-in of electricity produced by wind power as well as scheduling and routing. All these problems entail a sequence of decisions contributing to an overall goal and taking place in the course of a certain period of time. Each of the decisions is derived by solution of an optimization problem. As a consequence a stochastic and dynamic decision problem resolves into a series of optimization problems to be formulated and solved by anticipation of the remaining decision process..However, actually solving a dynamic decision problem by means of approximate dynamic programming still is a major scientific challenge. Most of t | | Pindex | Book 2011 |
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