Numerical Linear Approximation in C
eBook - PDF

Numerical Linear Approximation in C

  1. 968 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Numerical Linear Approximation in C

About this book

Illustrating the relevance of linear approximation in a variety of fields, Numerical Linear Approximation in C presents a unique collection of linear approximation algorithms that can be used to analyze, model, and compress discrete data. Developed by the lead author, the algorithms have been successfully applied to several engineering proje

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Yes, you can access Numerical Linear Approximation in C by Nabih Abdelmalek,William A. Malek in PDF and/or ePUB format, as well as other popular books in Computer Science & Programming Algorithms. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Title
  3. Copyright
  4. Contents
  5. List of Figures
  6. Preface
  7. Acknowledgments
  8. About the authors
  9. PART 1: Preliminaries and Tutorials
  10. Chapter 1: Applications of Linear Approximation
  11. Chapter 2: Preliminaries
  12. Chapter 3: Linear Programming and the Simplex Algorithm
  13. Chapter 4: Efficient Solutions of Linear Equations
  14. PART 2: The L1 Approximation
  15. Chapter 5: Linear L1 Approximation
  16. Chapter 6: One-Sided L1 Approximation
  17. Chapter 7: L1 Approximation with Bounded Variables
  18. Chapter 8: L1 Polygonal Approximation of Plane Curves
  19. Chapter 9: Piecewise L1 Approximation of Plane Curves
  20. PART 3: The Chebyshev Approximation
  21. Chapter 10: Linear Chebyshev Approximation
  22. Chapter 11: One-Sided Chebyshev Approximation
  23. Chapter 12: Chebyshev Approximation with Bounded Variables
  24. Chapter 13: Restricted Chebyshev Approximation
  25. Chapter 14: Strict Chebyshev Approximation
  26. Chapter 15: Piecewise Chebyshev Approximation
  27. Chapter 16: Solution of Linear Inequalities
  28. PART 4: The Least Squares Approximation
  29. Chapter 17: Least Squares and Pseudo-Inverses of Matrices
  30. Chapter 18: Piecewise Linear Least Squares Approximation
  31. Chapter 19: Solution of Ill-Posed Linear Systems
  32. PART 5: Solution of Underdetermined Systems Of Linear Equations
  33. Chapter 20: L1 Solution of Underdetermined Linear Equations
  34. Chapter 21: Bounded and L1 Bounded Solutions of Underdetermined Linear Equations
  35. Chapter 22: Chebyshev Solution of Underdetermined Linear Equations
  36. Chapter 23: Bounded Least Squares Solution of Underdetermined Linear Equations
  37. Appendices
  38. Appendix A: References
  39. Appendix B: Main Program
  40. Appendix C: Constants, Types and Function Prototypes
  41. Appendix D: Utilities and Common Functions
  42. Index