Dynamic pricing and automated resource allocation for complex information services reinforcement learning and combinatorial auctions
Many firms provide their customers with online information products which require limited resources such as server capacity. This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural n...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | Inglés |
| Published: |
Berlin :
Springer
c2007.
|
| Edition: | 1st ed. 2007. |
| Series: | Lecture notes in economics and mathematical systems ;
589. |
| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009461141506719 |
Table of Contents:
- Dynamic Pricing and Automated Resource Allocation
- Empirical Assessment of Dynamic Pricing Preference
- Reinforcement Learning for Dynamic Pricing and Automated Resource Allocation
- Combinatorial Auctions for Resource Allocation
- Dynamic Pricing and Automated Resource Allocation Using Combinatorial Auctions
- Comparison of Reinforcement Learning and Combinatorial Auctions.
