Nonlinear Programming

Analysis and Methods

Nonfiction, Science & Nature, Mathematics, Functional Analysis, Technology, Operations Research
Cover of the book Nonlinear Programming by Mordecai Avriel, Dover Publications
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Author: Mordecai Avriel ISBN: 9780486151670
Publisher: Dover Publications Publication: August 15, 2012
Imprint: Dover Publications Language: English
Author: Mordecai Avriel
ISBN: 9780486151670
Publisher: Dover Publications
Publication: August 15, 2012
Imprint: Dover Publications
Language: English
Comprehensive and complete, this overview provides a single-volume treatment of key algorithms and theories. The author provides clear explanations of all theoretical aspects, with rigorous proof of most results. The two-part treatment begins with the derivation of optimality conditions and discussions of convex programming, duality, generalized convexity, and analysis of selected nonlinear programs. The second part concerns techniques for numerical solutions and unconstrained optimization methods, and it presents commonly used algorithms for constrained nonlinear optimization problems. This graduate-level text requires no advanced mathematical background beyond elementary calculus, linear algebra, and real analysis. 1976 edition. 58 figures. 7 tables.
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Comprehensive and complete, this overview provides a single-volume treatment of key algorithms and theories. The author provides clear explanations of all theoretical aspects, with rigorous proof of most results. The two-part treatment begins with the derivation of optimality conditions and discussions of convex programming, duality, generalized convexity, and analysis of selected nonlinear programs. The second part concerns techniques for numerical solutions and unconstrained optimization methods, and it presents commonly used algorithms for constrained nonlinear optimization problems. This graduate-level text requires no advanced mathematical background beyond elementary calculus, linear algebra, and real analysis. 1976 edition. 58 figures. 7 tables.

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