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 t...
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York, NY :
Springer New York : Imprint: Springer,
2011.
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| Edition: | 1st ed. 2011. |
| Series: | Operations Research/Computer Science Interfaces Series,
51 |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-1-4614-0505-4 |
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Table of Contents:
- Introduction
- Basic Concepts and Definitions
- Perfect Anticipation
- Synergies of Optimization and Data Mining
- Approximate Anticipation
- Dynamic Vehicle Routing
- Anticipatory Routing of a Service Vehicle
- Computational Study
- Managerial Impact of Anticipatory Optimization
- Conclusions.