Numerical methods and optimization an introduction
For students in industrial and systems engineering (ISE) and operations research (OR) to understand optimization at an advanced level, they must first grasp the analysis of algorithms, computational complexity, and other concepts and modern developments in numerical methods. Satisfying this prerequi...
| Otros Autores: | , |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
Chapman and Hall/CRC, an imprint of Taylor and Francis
2014.
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| Edición: | First edition |
| Colección: | Chapman & Hall/CRC numerical analysis and scientific computing.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009644306406719 |
Tabla de Contenidos:
- Front Cover; Dedication; Preface; Contents; Part I: Basics; Chapter 1: Preliminaries; Chapter 2: Numbers and Errors; Part II: Numerical Methods for Standard Problems; Chapter 3: Elements of Numerical Linear Algebra; Chapter 4: Solving Equations; Chapter 5: Polynomial Interpolation; Chapter 6: Numerical Integration; Chapter 7: Numerical Solution of Differential Equations; Part III: Introduction to Optimization; Chapter 8: Basic Concepts; Chapter 9: Complexity Issues; Chapter 10: Introduction to Linear Programming; Chapter 11: The Simplex Method for Linear Programming
- Chapter 12: Duality and Sensitivity Analysis in Linear ProgrammingChapter 13: Unconstrained Optimization; Chapter 14: Constrained Optimization; Notes and References; Bibliography
