书目名称 | Cellular Automaton Modeling of Biological Pattern Formation |
副标题 | Characterization, Ex |
编辑 | Andreas Deutsch,Sabine Dormann |
视频video | http://file.papertrans.cn/224/223001/223001.mp4 |
概述 | An accessible presentation with an interdisciplinary approach to cellular automaton models of biological pattern formation.Includes three new chapters on cell migration, tissue development, and cancer |
丛书名称 | Modeling and Simulation in Science, Engineering and Technology |
图书封面 |  |
描述 | This text explores the use of cellular automata in modeling pattern formation in biological systems. It describes several mathematical modeling approaches utilizing cellular automata that can be used to study the dynamics of interacting cell systems both in simulation and in practice. New in this edition are chapters covering cell migration, tissue development, and cancer dynamics, as well as updated references and new research topic suggestions that reflect the rapid development of the field..The book begins with an introduction to pattern-forming principles in biology and the various mathematical modeling techniques that can be used to analyze them. Cellular automaton models are then discussed in detail for different types of cellular processes and interactions, including random movement, cell migration, adhesive cell interaction, alignment and cellular swarming, growth processes, pigment cell pattern formation, tissue development, tumor growth and invasion, and Turing-type patterns and excitable media. In the final chapter, the authors critically discuss possibilities and limitations of the cellular automaton approach in modeling various biological applications, along with f |
出版日期 | Textbook 2017Latest edition |
关键词 | Cellular Automata; Biological Pattern Formation; Adhesive Cell Interaction; Cancer Dynamics; Tissue Deve |
版次 | 2 |
doi | https://doi.org/10.1007/978-1-4899-7980-3 |
isbn_ebook | 978-1-4899-7980-3Series ISSN 2164-3679 Series E-ISSN 2164-3725 |
issn_series | 2164-3679 |
copyright | Springer Science+Business Media New York 2017 |