This book offers an insider’s view of how industrial problems are translated into mathematics and how solving the mathematics leads to convincing industrial solutions as well. In 6 technical chapters, a wide range of industrial problems is modeled, simulated, and optimized; 4 others describe the modeling, computing, optimization, and data analysis concepts shaping the work of the Fraunhofer ITWM. Each technical chapter illustrates how the relevant mathematics has been adapted or extended for the specific application and details the underlying practical problem and resulting software. The final chapter shows how the use of mathematical modeling in the classroom can change the image of this subject, making it exciting and fun.
Mục lục
Foreword.- Introduction.- Modeling.- Numerics.- Data Analysis.- Optimization processes in practice.- Virtual Production of Filaments and Fleeces.- Modeling and Simulation of Filtration Processes.- Maximal Material Yield in Gemstone Cutting.- Robust State Estimation of Complex Systems.- Option Pricing in Practice – Heston’s Stochastic Volatility Model.- Applied School Mathematics – Made in Kaiserslautern.
Giới thiệu về tác giả
Prof. Dr. Helmut Neunzert, Fraunhofer ITWM, Kaiserslautern
Prof. Dr. Dieter Prätzel-Wolters, Fraunhofer ITWM, Kaiserslautern
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