Practical Optimization Algorithms and Engineering Applications /

Practical Optimization: Algorithms and Engineering Applications provides a hands-on treatment of the subject of optimization. A comprehensive set of problems and exercises makes the book suitable for use in one or two semesters of a first-year graduate course or an advanced undergraduate course. Eac...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Antoniou, Andreas (Autor), Lu, Wu-Sheng (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2007.
Edición:1st ed. 2007.
Temas:
Computational intelligence.
Computer science-Mathematics.
Mathematical optimization.
Signal processing.
Control engineering.
Robotics.
Automation.
Telecommunication.
Computational Intelligence.
Mathematics of Computing.
Optimization.
Signal, Speech and Image Processing .
Control, Robotics, Automation.
Communications Engineering, Networks.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • The Optimization Problem
  • Basic Principles
  • General Properties of Algorithms
  • One-Dimensional Optimization
  • Basic Multidimensional Gradient Methods
  • Conjugate-Direction Methods
  • Quasi-Newton Methods
  • Minimax Methods
  • Applications of Unconstrained Optimization
  • Fundamentals of Constrained Optimization
  • Linear Programming Part I: The Simplex Method
  • Linear Programming Part II: Interior-Point Methods
  • Quadratic and Convex Programming
  • Semidefinite and Second-Order Cone Programming
  • General Nonlinear Optimization Problems
  • Applications of Constrained Optimization.

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