Numerical Methods and Optimization A Consumer Guide /

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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Walter, Éric (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Subjects:
Engineering mathematics.
Engineering-Data processing.
Computer science-Mathematics.
Mathematical optimization.
Calculus of variations.
Numerical analysis.
Mathematical and Computational Engineering Applications.
Mathematical Applications in Computer Science.
Calculus of Variations and Optimization.
Numerical Analysis.
Online Access:Texto Completo
Table of Contents:
  • 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.

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