Numerical Methods and Optimization A Consumer Guide /

• Κύριος συγγραφέας: Walter, Éric (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Θέματα: Engineering.; Computer science > Mathematics.; Numerical analysis.; Calculus of variations.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Math Applications in Computer Science.; Calculus of Variations and Optimal Control; Optimization.; Numerical Analysis.

Initial training in pure and applied sciences tends to present problem-solving as the process of elaborating explicit closed-form solutions from basic principles, and then using these solutions in numerical applications. This approach is only applicable to very limited classes of problems that are s...

Πίνακας περιεχομένων:

• From Calculus to Computation
• Notation and Norms
• Solving Systems of Linear Equations
• Solving Other Problems in Linear Algebra
• Interpolation and Extrapolation
• Integrating and Differentiating Functions
• Solving Systems of Nonlinear Equations
• Introduction to Optimization
• Optimizing Without Constraint
• Optimizing Under Constraints
• Combinatorial Optimization
• Solving Ordinary Differential Equations
• Solving Partial Differential Equations
• Assessing Numerical Errors
• WEB Resources to go Further
• Problems.