Convex Analysis and Minimization Algorithms : Part 1: Fundamentals (Grundlehren der mathematischen Wissenschaften)

convex analysis and minimization algorithms : part 1: fundamentals (grundlehren der mathematischen wissenschaften)

more information about Convex Analysis and Minimization Algorithms : Part 1: Fundamentals (Grundlehren der mathematischen Wissenschaften)

Convex Analysis and Minimization Algorithms : Part 1: Fundamentals (Grundlehren der mathematischen Wissenschaften)

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Book Description
Convex Analysis may be considered as a refinement of standard calculus, with equalities and approximations replaced by inequalities. As such, it can easily be integrated into a graduate study curriculum. Minimization algorithms, more specifically those adapted to non-differentiable functions, provide an immediate application of convex analysis to various fields related to optimization and operations research. These two topics making up the title of the book, reflect the two origins of the authors, who belong respectively to the academic world and to that of applications. Part I can be used as an introductory textbook (as a basis for courses, or for self-study); Part II continues this at a higher technical level and is addressed more to specialists, collecting results that so far have not appeared in books.

Convex Analysis and Minimization Algorithms (Grundlehren der mathematischen Wissenschaften),Jean-Baptiste Hiriart-Urruty,Claude Lemarechal,Springer,3540568506,Applied,Calculus,Linear Programming,Mathematics,Applied mathematics,Calculus of variations,Convex Analysis,Convex functions,Convex sets,Mathematical Programming,Mathematics / Calculus,Mathematics / Linear Programming,Mathematics-Applied,Mathematics-Linear Programming,Nonsmooth Optimization,Numerical Algorithms,Optimization

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  1. Convex Functions, Partial Orderings, and Statistical Applications (Mathematics in Science and Engineering)
  2. Counting on Frameworks: Mathematics to Aid the Design of Rigid Structures (Dolciani Mathematical Expositions)
  3. CRC Handbook of Lie Group Analysis of Differential Equations, Volume III
  4. Current Topics in Complex Algebraic Geometry (Mathematical Sciences Research Institute Publications)
  5. Decomposition Techniques in Mathematical Programming : Engineering and Science Applications
  6. Design of Adaptive Finite Element Software : The Finite Element Toolbox ALBERTA (Lecture Notes in Computational Science and Engineering)
  7. Differentiable Operators and Nonlinear Equations (Operator Theory Advances and Applications)
  8. Differential-Operator Equations: Ordinary and Partial Differential Equations
  9. Digital Picture Processing : Volume 1 (Computer Science and Applied Mathematics)
  10. Dimension Reduction of Large-Scale Systems : Proceedings of a Workshop held in Oberwolfach, Germany, October 19-25, 2003 (Lecture Notes in Computational Science and Engineering)

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