BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems

This book presents the details of the BONUS algorithm and its real world applications in areas like sensor placement in large scale drinking water networks, sensor placement in advanced power systems, water management in power systems, and capacity expansion of energy systems. A generalized method f...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Diwekar, Urmila (Autor), David, Amy (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:SpringerBriefs in Optimization,
Temas:
Operations research.
Management science.
System theory.
Control theory.
Dynamical systems.
Algorithms.
Operations Research, Management Science .
Systems Theory, Control .
Dynamical Systems.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 1. Introduction
  • 2. Uncertainty Analysis and Sampling Techniques
  • 3. Probability Density Functions and Kernel Density Estimation
  • 4. The BONUS Algorithm
  • 5. Water Management under Weather Uncertainty
  • 6. Real Time Optimization for Water Management
  • 7. Sensor Placement under Uncertainty for Power Plants
  • 8. The L-Shaped BONUS Algorithm
  • 9. The Environmental Trading Problem
  • 10. Water Security Networks
  • References
  • Index.

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