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A Survey of Aggregation-Disaggregation in Large Markov Chains
| Content Provider | Scilit |
|---|---|
| Author | Schweitzer, Paul J. |
| Copyright Year | 2021 |
| Description | This paper surveys results since 1984 on aggregation-disaggregation for large Markov chains. The topics covered include alternative forms of the aggregate equations; alternative forms ofthe disaggregation equations; alternative schemes for iterative aggregation-disaggregation; aggregation for generalized birth-and-death (row-continuous) processes; and aggregation for nearly completely decomposable systems. Implementation issues are described, including overrelaxation, Gauss-Seidel variants, and block scaling. Many topics for further research are identified, including adaptive aggregation, multilevel aggregation, parallel computation, bounds, and applications. Book Name: Numerical Solution of Markov Chains |
| Related Links | https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003210160-4&type=chapterpdf |
| Ending Page | 88 |
| Page Count | 26 |
| Starting Page | 63 |
| DOI | 10.1201/9781003210160-4 |
| Language | English |
| Publisher | Informa UK Limited |
| Publisher Date | 2021-06-16 |
| Access Restriction | Open |
| Subject Keyword | Book Name: Numerical Solution of Markov Chains Artificial Intelligence Survey Adaptive Markov Aggregation Disaggregation Equations Iterative |
| Content Type | Text |
| Resource Type | Chapter |
