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Nonlinear programming : theory and algorithms / Mokhtar S. Bazaraa, Hanif D. Sherali and C. M. Shetty.

By: Contributor(s): Material type: TextTextPublication details: New York : John Wiley c1993Edition: 2nd edDescription: xiii, 638 p. : illustrations ; 26 cmISBN:
  • 9780471599739
Subject(s): DDC classification:
  • 519.76 23 B362
Contents:
1. Introduction-- 2. Convex sets-- 3. Convex functions and generalizations-- 4. The fritz john and the karush-kuhn-tucker optimality conditions-- 5. Constraint qualifications-- 6. Langrangian duality and saddle point optimality conditions-- 7. The concept of an algorithm-- 8. Unconstrained optimization-- 9. Penality and barrier functions-- 10. Methods of feasible directions-- 11. Linear complementary problem, and quadratic, separable fractional, and gemetric programming-- Appendices-- Bibliography-- Index.
Summary: This updated textbook offers an overview of convex analysis, the foundations of optimization and computational methods. It emphasizes the implementation of numerical methods and focuses on the concept of error and the need to analyze and predict it.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 519.76 B362 (Browse shelf(Opens below)) Available C26406
Total holds: 0

Includes bibliographical references and index.

1. Introduction--
2. Convex sets--
3. Convex functions and generalizations--
4. The fritz john and the karush-kuhn-tucker optimality conditions--
5. Constraint qualifications--
6. Langrangian duality and saddle point optimality conditions--
7. The concept of an algorithm--
8. Unconstrained optimization--
9. Penality and barrier functions--
10. Methods of feasible directions--
11. Linear complementary problem, and quadratic, separable fractional, and gemetric programming--
Appendices--
Bibliography--
Index.

This updated textbook offers an overview of convex analysis, the foundations of optimization and computational methods. It emphasizes the implementation of numerical methods and focuses on the concept of error and the need to analyze and predict it.

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