Probabilistic cellular automata : theory, applications and future perspectives /: theory, applications and future perspectives. (2018)

• Record Type: Book
• Further Information: Note: Pierre-Yves Louis, Francesca R. Nardi, editors.
• Editors: Louis, Pierre-Yves; Nardi, Francesca R
• Contents: Preface -- Acknowledgements -- 1 Overview: PCA models and issues -- 2 Probabilistic Cellular Automata in Art.- Part I Probability and statistical mechanics -- 3 Basic ideas to approach metastability in Probabilistic Cellular Automata -- 4 Strategic Interaction in Interacting Particle Systems -- 5 Scaling and inverse scaling in anisotropic bootstrap percolation -- 6 The sandpile cellular automaton -- 7 Ising Model on the Torus and PCA Dynamics: reversibility, irreversibility, and fast tunneling -- 8 Synchronization in Interacting Reinforced Stochastic Processes -- 9 Nonequilibrium physics aspects of Probabilistic Cellular Automata.- Part II Computer science and discrete dynamical systems -- 10 An example of computation of the density of ones in Probabilistic Cellular Automata by direct recursion -- 11 Statistical equilibrium in deterministic Cellular Automata -- 12 Epidemic automaton and the Eden model: various aspects of robustness -- 13 Convergence time of Probabilistic Cellular Automata on the torus -- 14 Percolation operators and related models -- 15 Phase transitions of Cellular Automata.- Part III Applications to natural sciences and computational (cell) biology -- 16 A trade-off between simplicity and robustness? Illustration on a lattice-gas model of swarming -- 17 PCA modelling of multi-species cell clusters: ganglion development in the gastrointestinal nervous system -- 18 Cellular Potts model: applications to vasculogenesis and angiogenesis -- 19 Cellular Potts Models for interacting cell populations: mathematical foundation, challenges and future prospects -- 20 Cellular Automata for clouds and convection.- Participants of the 2013 Eindhoven meeting.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource (350 pages), illustrations
• Subjects: 511.35; Mathematics; Cellular automata; Cellular automata; Technology & Engineering -- General; Mathematics -- Applied; Mathematics -- Probability & Statistics -- General; Science -- Life Sciences -- General; Computers -- Mathematical & Statistical Software; Cybernetics & systems theory; Maths for scientists; Probability & statistics; Biology, life sciences; Maths for computer scientists; Distribution (Probability theory); Engineering; Statistics; Biology -- Data processing; Computer science; Electronic books
• Languages: English
• ISBNs: 3319655582; 9783319655581
• Notes: Note: Includes bibliographical references at the end of each chapters.; Note: Description based on print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.