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Mathematical Modeling of Complex Biological Systems - A Kinetic Theory Approach (Hardcover, 2006 ed.): Abdelghani Bellouquid,... Mathematical Modeling of Complex Biological Systems - A Kinetic Theory Approach (Hardcover, 2006 ed.)
Abdelghani Bellouquid, Marcello Delitala
R2,757 Discovery Miles 27 570 Ships in 10 - 17 working days

This book develops methods using mathematical kinetic theory to describe the evolution of several socio-biological systems. Specifically, the authors deal with modeling and simulations of biological systems constituted by large populations of interacting cells, whose dynamics follow the rules of mechanics as well as their own ability to organize movement and biological functions. It proposes a new biological model focused on the analysis of competition between cells of an aggressive host and cells of the immune system. Modeling in kinetic theory may represent a way to understand phenomena of non equilibrium statistical mechanics that is not described by the traditional macroscopic approach. The authors of this work focus on models that refer to the Boltzmann equation (generalized Boltzmann models) with the dynamics of populations of several interacting individuals (kinetic population models). The book follows the classical research line applied to modeling real systems, linking the phenomenological observation of systems to modeling and simulations. used to identify the prediction ability of specific models. The book will be a valuable resource for applied mathematicians as well as researchers in the field of biological sciences. It may also be used for advanced graduate courses in biological systems modeling with applications to collective social behavior, immunology, and epidemiology.

Managing Complexity, Reducing Perplexity - Modeling Biological Systems (Paperback, Softcover reprint of the original 1st ed.... Managing Complexity, Reducing Perplexity - Modeling Biological Systems (Paperback, Softcover reprint of the original 1st ed. 2014)
Marcello Delitala, Giulia Ajmone Marsan
R3,007 Discovery Miles 30 070 Ships in 10 - 17 working days

”Managing Complexity, Reducing Perplexity” is devoted to an overview of the status of the art in the study of complex systems, with particular focus on the analysis of systems pertaining to living matter. Both senior scientists and young researchers from diverse and prestigious institutions with a deliberately interdisciplinary cut were invited, in order to compare approaches and problems from different disciplines. The common aim of the contributions was to analyze the complexity of living systems by means of new mathematical paradigms that are more adherent to reality and which are able to generate both exploratory and predictive models that are capable of achieving a deeper insight into life science phenomena.

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