Introduction to unconstrained optimization with R. (2020)

• Record Type: Book
• Further Information: Note: Shashi Kant Mishra, Bhagwat Ram.
• Other Names: Mishra, Shashi Kant, 1967-; Ram, Bhagwat
• Contents: 1. Introduction.- 2. Mathematical Foundations.- 3. Basics of R.- 4. First Order and Second Order Necessary Conditions.- 5. One Dimensional Optimization Methods.- 6. Steepest Descent Method.- 7. Newton's Method.- 8. Conjugate Direction Methods.- 9. Quasi-Newton Methods.
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Extent: 1 online resource (309 pages)
• Subjects: 519.6; Constrained optimization; R (Computer program language); Constrained optimization; R (Computer program language); Electronic books
• Languages: English
• ISBNs: 9789811508943; 9811508941
• Related ISBNs: 9789811508936; 9811508933
• Notes: Note: Print version record.
• 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.