Computational modeling is the use of computers to simulate and study complex systems using mathematics, physics and computer science. A computational model contains numerous variables that characterize the system being studied.
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About this book. Computational and mathematical models provide us with the opportunities to investigate the complexities of real world problems.
A computational model is a mathematical representation of a dynamical system taking a computer-executable form.
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Computational and mathematical models provide us with the opportunities to investigate the complexities of real world problems. They allow us to apply our best ...
Computational Models of Complex Systems
Book
Computational and mathematical models provide us with the opportunities to investigate the complexities of real world problems. They allow us to apply our best analytical methods to define problems in a clearly mathematical manner and exhaustively... Google Books
Originally published: October 31, 2013
Editors: Vahid Dabbaghian and Vijay K. Mago
Preceded by: Theories and Simulations of Complex Social Systems
The course will deal with methods for the modeling, simulation and formal analysis of complex systems such as populations, biological systems, social networks, ...
Computational Modeling and Analysis for Complex Systems. We aim to gain fundamental new insights into the emergent behavior of complex biological and embedded ...
Computational modeling is the use of computers to simulate and study complex systems using mathe- matics, physics and computer science. A computational model ...
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The topics covered include: fundamentals of modeling, basics of dynamical systems, discrete-time models, continuous-time models, bifurcations, chaos, cellular ...
Course topics · 1. Introduction to agent-based models (ABMs) · 2. Cellular automata · 3. Networks · 4. Parameter sweeps, sampling, and sensitivity analysis · 5.
Apr 30, 2024 · In this textbook, we choose Python as our modeling tool, specifically Python 2.7, and use PyCX [17] to build interactive dynamic simulation models.