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...
Call Number: | Libro Electrónico |
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Main Author: | |
Other Authors: | |
Format: | Electronic eBook |
Language: | Inglés |
Published: |
[Berkeley, CA] :
Apress L.P.,
[2022]
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Subjects: | |
Online Access: | Texto completo (Requiere registro previo con correo institucional) |
Table of Contents:
- 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.