BONUS algorithm for large scale stochastic nonlinear programming problems. ([2015])

• Record Type: Book
• Further Information: Note: Urmila Diwekar, Amy David.
• Authors: Diwekar, Urmila M; David, Amy
• Contents: 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.
• Publisher Details: New York, NY : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (xviii, 146 pages), illustrations (some color)
• Subjects: 519.7; Mathematics; Stochastic programming; Algorithms; Algorithms; Mathematics; Stochastic Processes; Algorithms; Stochastic programming; Science -- System Theory; Mathematics -- Mathematical Analysis; Computers -- Programming -- Algorithms; Cybernetics & systems theory; Nonlinear science; Numerical analysis; Systems theory; Differentiable dynamical systems; Business & Economics -- Operations Research; Operational research; Electronic books
• Languages: English
• ISBNs: 9781493922826; 1493922823; 1493922815; 9781493922819
• Related ISBNs: 9781493922819
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed March 11, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.