Agent-Based Models with MATLAB
Autor Erik Cuevas, Karla Avila, Miguel Islas Toski, Héctor Escobaren Limba Engleză Paperback – 22 ian 2025
This book enables computer scientists, mathematicians, researchers, and engineers to apply ABM in a wide range of research and engineering applications. It gradually advances from basic to more advanced methods while reinforcing complex systems through practical, hands-on applications of various computational models.
- Considers the most crucial methods and models of Agent-Based Models and complex systems
- Demonstrates how to use computational implementations in applying Agent-Based Models to solve a diverse range of scientific research and engineering problems
- Provides a wide range of hands-on implementation examples, along with MATLAB software code readers can experiment with and modify
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Specificații
ISBN-13: 9780443240041
ISBN-10: 0443240043
Pagini: 336
Dimensiuni: 191 x 235 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0443240043
Pagini: 336
Dimensiuni: 191 x 235 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE
Cuprins
1. Introduction
2. Agents
3. Agent-based modeling
4. Complex networks and graph theory
5. Cellular Automata
6. Validation Framework
7. Model applications
8. Differences between Cellular Automata and Agent-Based Models
9. Implementations of agent-based models
2. Agents
3. Agent-based modeling
4. Complex networks and graph theory
5. Cellular Automata
6. Validation Framework
7. Model applications
8. Differences between Cellular Automata and Agent-Based Models
9. Implementations of agent-based models