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: 0.7 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0443240043
Pagini: 336
Dimensiuni: 191 x 235 mm
Greutate: 0.7 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
Notă biografică
Dr. Erik Cuevas received his Ph.D. degree from Freie Universität Berlin, Germany in 2006. Since 2006 he has been with the University of Guadalajara, where he is currently a full-time Professor in the Department of Computer Science. Since 2008, he has been a member of the Mexican National Research System (SNI III). He is the author of several books, including Metaheuristic Computation with MATLAB, Taylor and Francis/CRC Press; Recent Metaheuristic Computation Schemes in Engineering, Springer; Recent Metaheuristic Algorithms for Parameter Identification, Springer; and Metaheuristic Computation: A Performance Perspective, Springer, among others. His current research interests include meta-heuristics, computer vision, and mathematical methods. He serves as an Editor for the journals Expert System with Applications, ISA Transactions, Applied Soft Computing, Applied Mathematical Modeling, and Mathematics and Computers in Simulation.