Continuous nonlinear optimization for engineering applications in GAMS technology. ([2017])

• Record Type: Book
• Further Information: Note: Neculai Andrei.
• Authors: Andrei, Neculai
• Contents: 1. Introduction -- 2. Mathematical modeling using algebraically oriented languages for nonlinear optimization -- 3. Introduction to GAMS technology -- 4. Applications of continuous nonlinear optimization -- 5. Optimality conditions for continuous nonlinear optimization -- 6. Simple bound constraint optimization -- 7. Penalty and augmented Langrangian methods -- 8. Penalty-Barrier Algorithm -- 9. Linearly Constrained Augmented Lagrangian -- 10. Quadratic programming -- 11. Sequential quadratic programming -- 12. A SQP Method using only Equalit Constrained Sub-problem -- 12. A Sequential Quadratic Programming Algorithm with Successive Error Restoration -- 14. Active-set Sequential Linear-Quadratic Programming -- 15. A SQP algorithm for Large-Scale Constrained Optimization -- 16. Generalized Reduced Gradient with sequential linearization -- 17. Interior point methods -- 18. Filter methods -- 19. Interior Point Sequential Linear-Quadratic Programming -- 20. Interior Point Filer Line-Search IPOPT -- 21. Numerical studies.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource
• Subjects: 519.6; Mathematics; Mathematical optimization; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Mathematical optimization; Mathematics; Optimization; Mathematical Modeling and Industrial Mathematics; Algorithms; Computers -- Programming -- Algorithms; Mathematical modelling; Numerical analysis; Algorithms; Optimization; Electronic books
• Languages: English
• ISBNs: 9783319583563; 3319583565; 3319583557; 9783319583556
• Related ISBNs: 9783319583556
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed December 13, 2017).
• 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.