Rongpeng Li: Simulation with Python

Cover: 9781484281840 | Simulation with Python | Rongpeng Li (u. a.) | Taschenbuch | xv | 2022

Rückseite: 9781484281840 | Simulation with Python | Rongpeng Li (u. a.) | Taschenbuch | xv | 2022

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Sprache: Englisch

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Beschreibung

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.

Über den Autor

Ron Li is a long-term and enthusiastic educator. He has been a researcher, data science instructor, and business intelligence engineer. Ron published a highly rated (4.5-star rating out of 5 on amazon) book titled Essential Statistics for Non-STEM Data Analysts. He has also authored/co-authored academic papers, taught (pro bono) data science to non-STEM professionals, and gives talks at conferences such as PyData.

Aiichiro Nakano is a Professor of Computer Science with joint appointments in Physics & Astronomy, Chemical Engineering & Materials Science, Biological Sciences, and at the Collaboratory for Advanced Computing and Simulations at the University of Southern California. He received a PhD in physics from the University of Tokyo, Japan, in 1989. He has authored more than 360 refereed articles in the areas of scalable scientific algorithms, massive data visualization and analysis, and computational materials science.

Zusammenfassung

Explains mathematics, statistics, network theory, queuing theory, and Monte Carlo simulation, etc.

Covers simulation in natural sciences, engineering, and social sciences

Includes simulations selected from the top algorithms used in the industry today

Inhaltsverzeichnis

Details

Erscheinungsjahr:	2022
Fachbereich:	Programmiersprachen
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xv 166 S. 10 s/w Illustr. 80 farbige Illustr. 166 p. 90 illus. 80 illus. in color.
ISBN-13:	9781484281840
ISBN-10:	1484281845
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Li, Rongpeng Nakano, Aiichiro
Auflage:	1st edition
Hersteller:	Apress Apress L.P.
Verantwortliche Person für die EU:	APress in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße:	254 x 178 x 11 mm
Von/Mit:	Rongpeng Li (u. a.)
Erscheinungsdatum:	24.08.2022
Gewicht:	0,358 kg