Hands-On Simulation Modeling with Python

Hands-On Simulation Modeling with Python

Develop simulation models to get accurate results and enhance decision-making processes

Ciaburro, Giuseppe

Packt Publishing Limited

07/2020

346

Mole

Inglês

9781838985097

15 a 20 dias

Descrição não disponível.
Table of Contents

Introducing Simulation Models
Understanding Randomness and Random Numbers
Probability and Data Generating Processes
Exploring Monte Carlo Simulations
Simulation-Based Markov Decision Process
Resampling Methods
Using Simulations to Improve and Optimize Systems
Using Simulation Models for Financial Engineering
Simulating Physical Phenomena Using Neural Networks
Modeling and Simulation for Project Management
What's Next?
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Modeling and simulation;Modeling and simulation in Python;simulation modeling;Neural networks;machine learning;digital prototype;Monte Carlo;markov decision process;Markov chains