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Details zum Buch
Anticipatory Optimization for Dynamic Decision Making

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 the work done so far is devoted to problems allowing for formulation of the underlying optimization problems as linear programs. Problem domains like scheduling and routing, where linear programming typically does not produce a significant benefit for problem solving, have not been considered so far. Therefore, the industry demand for dynamic scheduling and routing is still predominantly satisfied by purely heuristic approaches to anticipatory decision making. Although this may work well for certain dynamic decision problems, these approaches lack transferability of findings to other, related problems. This book has serves two major purposes: - It provides a comprehensive and unique view of anticipatory optimization for dynamic decision making. It fully integrates Markov decision processes, dynamic programming, data mining and optimization and introduces a new perspective on approximate dynamic programming. Moreover, the book identifies different degrees of anticipation, enabling an assessment of specific approaches to dynamic decision making. - It shows for the first time how to successfully solve a dynamic vehicle routing problem by approximate dynamic programming. It elaborates on every building block required for this kind of approach to dynamic vehicle routing. Thereby the book has a pioneering character and is intended to provide a footing for the dynamic vehicle routing community.

Detailangaben zum Buch - Anticipatory Optimization for Dynamic Decision Making


EAN (ISBN-13): 9781461405047
ISBN (ISBN-10): 1461405041
Gebundene Ausgabe
Erscheinungsjahr: 2011
Herausgeber: Springer-Verlag GmbH
182 Seiten
Gewicht: 0,439 kg
Sprache: Englisch

Buch in der Datenbank seit 2009-03-18T07:32:29+01:00 (Zurich)
Detailseite zuletzt geändert am 2024-01-15T23:02:08+01:00 (Zurich)
ISBN/EAN: 9781461405047

ISBN - alternative Schreibweisen:
1-4614-0504-1, 978-1-4614-0504-7
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: meisel, stephan, meise
Titel des Buches: tor, the last making, optimization operations research, decision


Daten vom Verlag:

Autor/in: Stephan Meisel
Titel: Operations Research/Computer Science Interfaces Series; Anticipatory Optimization for Dynamic Decision Making
Verlag: Springer; Springer US
182 Seiten
Erscheinungsjahr: 2011-06-29
New York; NY; US
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XIV, 182 p.

BB; Hardcover, Softcover / Wirtschaft/Allgemeines, Lexika; Unternehmensforschung; Verstehen; Anticipatory Optimization; Decision Making; Decision Science; Dynamic Programming; Dynamic Vehicle Routing; Operations Research; Optimization; Operations Research and Decision Theory; Operations Research, Management Science; Optimization; Management: Entscheidungstheorie; Optimierung; BC

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 the work done so far is devoted to problems allowing for formulation of the underlying optimization problems as linear programs. Problem domains like scheduling and routing, where linear programming typically does not produce a significant benefit for problem solving, have not been considered so far. Therefore, the industry demand for dynamic scheduling and routing is still predominantly satisfied by purely heuristic approaches to anticipatory decision making. Although this may work well for certain dynamic decision problems, these approaches lack transferability of findings to other, related problems.This book has serves two major purposes:‐ It provides a comprehensive and unique view of anticipatory optimization for dynamic decision making. Itfully integrates Markov decision processes, dynamic programming, data mining and optimization and introduces a new perspective on approximate dynamic programming. Moreover, the book identifies different degrees of anticipation, enabling an assessment of specific approaches to dynamic decision making.‐ It shows for the first time how to successfully solve a dynamic vehicle routing problem by approximate dynamic programming. It elaborates on every building block required for this kind of approach to dynamic vehicle routing. Thereby the book has a pioneering character and is intended to provide a footing for the dynamic vehicle routing community.
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 synergies of optimization and data mining and the potential in anticipation

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