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Scenario Tree-Based Decomposition for Solving Multistage Stochastic Programs - Debora Mahlke - Bog

- With Application in Energy Production

Bag om Scenario Tree-Based Decomposition for Solving Multistage Stochastic Programs

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.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783834814098
  • Indbinding:
  • Paperback
  • Sideantal:
  • 182
  • Udgivet:
  • 27. oktober 2010
  • Udgave:
  • 2011
  • Størrelse:
  • 210x148x10 mm.
  • Vægt:
  • 251 g.
  • 8-11 hverdage.
  • 29. januar 2025

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Beskrivelse af Scenario Tree-Based Decomposition for Solving Multistage Stochastic Programs

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.

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