A Scenario Tree-Based Decomposition for Solving Multistage Stochastic Programs: With Application in Energy Production - Debora Mahlke
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Motivated by practical optimization problems occurring in energy systems with regenerative energy supply, Debora Mahlke formulates and analyzes multistage stochastic mixed-integer models. For their solution, the author proposes a novel decomposition approach which relies on the concept of splitting the underlying scenario tree into subtrees. Based on the formulated models from energy production, the algorit ... Full description
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Description
Motivated by practical optimization problems occurring in energy systems with regenerative energy supply, Debora Mahlke formulates and analyzes multistage stochastic mixed-integer models. For their solution, the author proposes a novel decomposition approach which relies on the concept of splitting the underlying scenario tree into subtrees. Based on the formulated models from energy production, the algorithm is computationally investigated and the numerical results are discussed.
More Information
| Author | Debora Mahlke |
|---|---|
| Publisher | Vieweg+Teubner Verlag |
| Series | Stochastic Programming |
| Release year | 2010 |
| Cover type | Softcover |
| EAN | 9783834814098 |