Linear and Integer Optimization: Theory and Practice, Third - download pdf or read online

By Gerard Sierksma,Yori Zwols

Presenting a robust and transparent dating among thought and practice, Linear and Integer Optimization: concept and perform is divided into major components. the 1st covers the idea of linear and integer optimization, together with either simple and complex subject matters. Dantzig’s simplex set of rules, duality, sensitivity research, integer optimization types, and community versions are brought.



More complicated themes are also offered together with inside element algorithms, the branch-and-bound set of rules, slicing planes, complexity, commonplace combinatorial optimization types, the project challenge, minimal fee circulate, and the utmost flow/minimum minimize theorem.



The moment half applies idea via real-world case reports. The authors talk about complicated options resembling column iteration, multiobjective optimization, dynamic optimization, computing device studying (support vector machines), combinatorial optimization, approximation algorithms, and online game theory.



Besides the clean new structure and entirely redesigned figures, this re-creation contains smooth examples and purposes of linear optimization. The ebook now contains laptop code within the kind of versions within the GNU Mathematical Programming Language (GMPL). The types and corresponding information records can be found for obtain and will be effectively solved utilizing the supplied on-line solver.



This new version additionally includes appendices overlaying mathematical proofs, linear algebra, graph concept, convexity, and nonlinear optimization. All chapters include large examples and workouts. This textbook is perfect for classes for complex undergraduate and graduate scholars in quite a few fields together with arithmetic, machine technology, business engineering, operations examine, and administration science.

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By Gerard Sierksma,Yori Zwols

Presenting a robust and transparent dating among thought and practice, Linear and Integer Optimization: concept and perform is divided into major components. the 1st covers the idea of linear and integer optimization, together with either simple and complex subject matters. Dantzig’s simplex set of rules, duality, sensitivity research, integer optimization types, and community versions are brought.



More complicated themes are also offered together with inside element algorithms, the branch-and-bound set of rules, slicing planes, complexity, commonplace combinatorial optimization types, the project challenge, minimal fee circulate, and the utmost flow/minimum minimize theorem.



The moment half applies idea via real-world case reports. The authors talk about complicated options resembling column iteration, multiobjective optimization, dynamic optimization, computing device studying (support vector machines), combinatorial optimization, approximation algorithms, and online game theory.



Besides the clean new structure and entirely redesigned figures, this re-creation contains smooth examples and purposes of linear optimization. The ebook now contains laptop code within the kind of versions within the GNU Mathematical Programming Language (GMPL). The types and corresponding information records can be found for obtain and will be effectively solved utilizing the supplied on-line solver.



This new version additionally includes appendices overlaying mathematical proofs, linear algebra, graph concept, convexity, and nonlinear optimization. All chapters include large examples and workouts. This textbook is perfect for classes for complex undergraduate and graduate scholars in quite a few fields together with arithmetic, machine technology, business engineering, operations examine, and administration science.

Show description

Read or Download Linear and Integer Optimization: Theory and Practice, Third Edition (Advances in Applied Mathematics) PDF

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Linear and Integer Optimization: Theory and Practice, Third Edition (Advances in Applied Mathematics) by Gerard Sierksma,Yori Zwols


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