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AuthorHรผrlimann, Tony. author
TitleMathematical Modeling and Optimization [electronic resource] : An Essay for the Design of Computer-Based Modeling Tools / by Tony Hรผrlimann
ImprintBoston, MA : Springer US : Imprint: Springer, 1999
Connect tohttp://dx.doi.org/10.1007/978-1-4757-5793-4
Descript XXII, 313 p. online resource

SUMMARY

Computer-based mathematical modeling - the technique of representing and managing models in machine-readable form - is still in its infancy despite the many powerful mathematical software packages already available which can solve astonishingly complex and large models. On the one hand, using mathematical and logical notation, we can formulate models which cannot be solved by any computer in reasonable time - or which cannot even be solved by any method. On the other hand, we can solve certain classes of much larger models than we can practically handle and manipulate without heavy programming. This is especially true in operations research where it is common to solve models with many thousands of variables. Even today, there are no general modeling tools that accompany the whole modeling process from start to finish, that is to say, from model creation to report writing. This book proposes a framework for computer-based modeling. More precisely, it puts forward a modeling language as a kernel representation for mathematical models. It presents a general specification for modeling tools. The book does not expose any solution methods or algorithms which may be useful in solving models, neither is it a treatise on how to build them. No help is intended here for the modeler by giving practical modeling exercises, although several models will be presented in order to illustrate the framework. Nevertheless, a short introduction to the modeling process is given in order to expound the necessary background for the proposed modeling framework


CONTENT

1. Introduction -- 2. What is Modeling? -- 3. The Modeling Life Cycle -- 4. Model Paradigms -- 5. Problems and Concepts -- 6. An Overview of Approaches -- 7. A Modeling Framework -- 8. The Definition of the Language -- 9. The Implementation -- 10. Selected Applications -- 11. Conclusion -- References


Mathematics Applied mathematics Engineering mathematics Information theory Mathematical models Mathematical optimization Mathematics Mathematics general Mathematical Modeling and Industrial Mathematics Information and Communication Circuits Applications of Mathematics Optimization



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