Linear and Integer Optimization: Theory and Practice, Third Edition (Advances in Applied Mathematics) - Hardcover

Buch 8 von 38: Advances in Applied Mathematics

Sierksma, Gerard; Zwols, Yori

 
9781498710169: Linear and Integer Optimization: Theory and Practice, Third Edition (Advances in Applied Mathematics)

Inhaltsangabe

This textbook presents a strong and clear relationship between theory and practice. It covers basic topics such as Dantzig’s simplex algorithm, duality, sensitivity analysis, integer optimization models, and network models as well as more advanced topics including interior point algorithms, the branch-and-bound algorithm, cutting planes, and complexity. Along with case studies, it also discusses more advanced techniques such as column generation, multiobjective optimization, and game theory. It also includes computer code in the form of models in GMPL. The book contains appendices covering mathematical proofs, linear algebra, graph theory, convexity, and a background in nonlinear optimization. All chapters contain extensive examples and exercises.

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Über die Autorin bzw. den Autor

Gerard Sierksma, PhD, University of Groningen, The Netherlands
Yori Zwols, PhD, Google UK, London

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9781032917801: Linear and Integer Optimization: Theory and Practice, Third Edition (Advances in Applied Mathematics)

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ISBN 10:  1032917806 ISBN 13:  9781032917801
Verlag: Chapman and Hall/CRC, 2024
Softcover