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Foundations of Optimization

The book gives a detailed and rigorous treatment of the theory of optimization (unconstrained optimization, nonlinear programming, semi-infinite programming, etc.) in finite-dimensional spaces. The fundamental results of convexity theory and the theory of duality in nonlinear programming and the the...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Güler, Osman (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Graduate Texts in Mathematics, 258
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Differential Calculus
  • Unconstrained Optimization
  • Variational Principles
  • Convex Analysis
  • Structure of Convex Sets and Functions
  • Separation of Convex Sets
  • Convex Polyhedra
  • Linear Programming
  • Nonlinear Programming
  • Structured Optimization Problems
  • Duality Theory and Convex Programming
  • Semi-infinite Programming
  • Topics in Convexity
  • Three Basic Optimization Algorithms.