Computational Mathematical Modeling : an integrated Approach Across Scale / Daniela Calvetti and Erkki Somersalo.
By: Calvetti, Daniela [autor].
Contributor(s): Somersalo, Erkki [autor].
Series: Mathematical modeling and computation: Cleveland, USA : The Society for Industrial and Applied Mathematics, 2013Description: 222 páginas : with ilustrations ; 25 cm.Content type: texto Media type: no mediado Carrier type: volumenISBN: 9781611972474.Subject(s): Differential equations | Ecuaciones Diferenciales | Probabilities | Probabilidades | Dimensional analysis | Análisis dimensional | Mathematical models | Modelos matemáticosDDC classification: 511.8 /Item type | Current location | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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Libros | Biblioteca Central | General | 511.8 / C167co (Browse shelf) | Ej. 1 | Available | 900000025669 | ||
Libros | Biblioteca Central | General | 511.8 / C167co (Browse shelf) | Ej. 2 | Available | 900000025670 |
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511.8 / B458a An introduction to mathematical modeling / | 511.8 / B736f Fundamentos de algoritmia | 511.8 / C167co Computational Mathematical Modeling : | 511.8 / C167co Computational Mathematical Modeling : | 511.8 / C761 Análisis numérico elemental : | 511.8 / C836s Simulación: | 511.8 / C965m Matemáticas financieras / |
Includes bibliographical references and index.
Review of multivariate calculus and differential equations -- Compartment models -- From compartment models to continuous models -- Dimensional analysis and scaling -- Introduction to stochastic modeling -- Modeling noise -- Modeling with waiting processes -- Markov processes -- Cellular automata, agent-based modeling
The book concentrates on two modeling paradigms: the macroscopic, in which the authors describe phenomena in terms of time evolution via ordinary differential equations, and the microscopic, which requires knowledge of random events and probability.
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