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Simulation with Python : develop simulation and modeling in natural sciences, engineering, and social sciences /
Understand the theory and implementation of simulation. This book covers simulation topics from a scenario-driven approach using Python and rich visualizations and tabulations. The book discusses simulation used in the natural and social sciences and with simulations taken from the top algorithms us...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[Berkeley, CA] :
Apress L.P.,
[2022]
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- Chapter 1: Calculating Pi and Beyond: Searching Order in Disorder with Simulation
- Chapter 2: Markov Chain: A Peek into the Future.Chapter 3: Multi-Armed Bandits: Probability Simulation and Bayesian Statistics
- Chapter 4: Balls in 2D Box: A Simplest Physics Engine
- Chapter 5: Percolation: Threshold and Phase Change
- Chapter 6: Queuing System: How Stock Trades are Made
- Chapter 7: Rock, Scissor and Paper: Multi-Agent Simulation
- Chapter 8: Matthew Effect and Tax Policy: Why the Rich Keeps Getting Richer
- Chapter 9: Misinformation Spreading: Simulation on a Graph (Centrality, Networkx)
- Chapter 10: Simulated Annealing and Genetic Algorithm.