This free book Computational Modeling and Complexity Science by Allen B. Downey is about data structures and algorithms, intermediate programming in Python, complexity science and the philosophy of science: Data structures and algorithms, Python programming, Computational modeling, Philosophy of science.
Book Description
This book focuses on discrete models, which include graphs, cellular automata, and agent-based models. They are often characterized by structure, rules and transitions rather than by equations. They tend to be more abstract than continuous models; in some cases there is no direct correspondence between the model and a physical system.
Table of Contents
- Graphs
- Analysis of algorithms
- Small world graphs
- Scale-free networks
- Cellular Automata
- Game of Life
- Fractals
- Self-organized criticality
- Agent-based models
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Author(s): Allen B. Downey
Publisher: O’Reilly Media
Format(s): PDF
File size: 1.21 MB
Number of pages: 141
Link: Download or read online.
Publisher: O’Reilly Media
Format(s): PDF
File size: 1.21 MB
Number of pages: 141
Link: Download or read online.