Practical mathematical optimization : basic optimization theory and gradient-based algorithms /: basic optimization theory and gradient-based algorithms. (2018)

• Record Type: Book
• Further Information: Note: Jan A. Snyman, Daniel N. Wilke.
• Authors: Snyman, Jan A; Wilke, Daniel N
• Contents: 1.Introduction -- 2.Line search descent methods for unconstrained minimization.-3. Standard methods for constrained optimization.-4. Basic Example Problems -- 5. Some Basic Optimization Theorems -- 6. New gradient-based trajectory and approximation methods -- 7. Surrogate Models -- 8. Gradient-only solution strategies -- 9. Practical computational optimization using Python -- Appendix -- Index.
• Edition: Second edition
• Publisher Details: Cham : Springer
• Publication Date: 2018
• Extent: 1 online resource (XXVI, 372 pages), 81 illustrations, 17 illustrations in color
• Subjects: 519.6; Mathematics; Mathematical optimization; Programming (Mathematics); Algorithms; Numerical analysis; Computer programming; Computer software; Algorithms; Functions of real variables; Mathematical optimization; Numerical analysis; Computers -- Programming -- Algorithms; Business & Economics -- Operations Research; Mathematics -- Number Systems; Computers -- Mathematical & Statistical Software; Mathematics -- Mathematical Analysis; Numerical analysis; Operational research; Mathematical & statistical software; Real analysis, real variables; Mathematics -- Applied; Optimization; Mathematics; Optimization; Algorithms; Operations Research, Management Science; Numerical Analysis; Mathematical Software; Real Functions; Electronic books
• Languages: English
• ISBNs: 9783319775869; 3319775863
• Related ISBNs: 9783319775852; 3319775855
• 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.