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    Mathematics of Nonlinear Programming

Mathematics of Nonlinear Programming

Anthony L. Peressini
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      Nonlinear programming provides an excellent opportunity to explore an interesting variety of pure and solidly applicable mathematics, numerical analysis, and computing. This text develops some of the ideas and techniques involved in the optimization methods using calculus, leading to the study of convexity. This is followed by material on basic numerical methods, least squares, the Karush-Kuhn-Tucker theorem, penalty functions, and Lagrange multipliers. The authors have aimed their presentation at the student who has a working knowledge of matrix algebra and advanced calculus, but has had no previous exposure to optimization.
      Format: Paperback / softback CONTRIBUTORS: Anthony L. Peressini EAN: 9781461269892 COUNTRY: United States PAGES: WEIGHT: 450 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2012-09-30 CITY: GENRE: BUSINESS & ECONOMICS / Economics / Theory, MATHEMATICS / Counting & Numeration WIDTH: 155 cm SPINE:

      Book Themes:

      Economic theory and philosophy, Numerical analysis

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      Nonlinear programming provides an excellent opportunity to explore an interesting variety of pure and solidly applicable mathematics, numerical analysis, and computing. This text develops some of the ideas and techniques involved in the optimization methods using calculus, leading to the study of convexity. This is followed by material on basic numerical methods, least squares, the Karush-Kuhn-Tucker theorem, penalty functions, and Lagrange multipliers. The authors have aimed their presentation at the student who has a working knowledge of matrix algebra and advanced calculus, but has had no previous exposure to optimization.
      Format: Paperback / softback CONTRIBUTORS: Anthony L. Peressini EAN: 9781461269892 COUNTRY: United States PAGES: WEIGHT: 450 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2012-09-30 CITY: GENRE: BUSINESS & ECONOMICS / Economics / Theory, MATHEMATICS / Counting & Numeration WIDTH: 155 cm SPINE:

      Book Themes:

      Economic theory and philosophy, Numerical analysis

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