Numerical Methods and Optimization

Theory and Practice for Engineers

Inbunden, Engelska, 2022

Av Jean-Pierre Corriou

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This text, covering a very large span of numerical methods and optimization, is primarily aimed at advanced undergraduate and graduate students. The reader is progressively introduced to general numerical methods and optimization algorithms in each chapter.

Produktinformation

Utgivningsdatum2022-01-05
Mått155 x 235 x 43 mm
Vikt1 389 g
FormatInbunden
SpråkEngelska
SerieSpringer Optimization and Its Applications
Antal sidor715
FörlagSpringer Nature Switzerland AG
ISBN9783030893651

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Jean-Pierre Corriou is Emeritus Professor of the University of Lorraine. He performs his research in the research group of Dynamic Optimization and Advanced Control of the Laboratory of Reactions and Chemical Engineering (LRGP). Prof. Corriou’s main research domains include dynamic simulation of complex processes and nonlinear control of processes. In addition to this present text, Prof. Corriou has published 2 editions of a textbook with Springer titled “Process Control --- Theory and Applications.”

Preface.-Nomenclature.- 1. Interpolation and Approximation.- 2. Numerical Integration.- 3. Equation Solving by Iterative Methods.- 4. Numerical Operations on Matrices.- 5. Numerical Solution of Systems of Algebraic Equations.- 6. Numerical Integration of Ordinary Differential Equations.- 7. Numerical Integration of Partial Differential Equations.- 8. Analytical Methods for Optimization.- 9. Numerical Methods of Optimization.- 10. Linear Programming.- 11. Quadratic Programming and Nonlinear Optimization.- 12. Dynamic optimization.- Index.