|
Books > Science & Mathematics > Mathematics > Probability & statistics
|
Buy Now
Monte Carlo Methods (Hardcover, 1st ed. 2020)
Loot Price: R2,781
Discovery Miles 27 810
You Save: R234
(8%)
|
|
|
Monte Carlo Methods (Hardcover, 1st ed. 2020)
Expected to ship within 9 - 15 working days
|
Donate to Gift Of The Givers
Total price: R2,801
Discovery Miles: 28 010
|
This book seeks to bridge the gap between statistics and computer
science. It provides an overview of Monte Carlo methods, including
Sequential Monte Carlo, Markov Chain Monte Carlo,
Metropolis-Hastings, Gibbs Sampler, Cluster Sampling, Data Driven
MCMC, Stochastic Gradient descent, Langevin Monte Carlo,
Hamiltonian Monte Carlo, and energy landscape mapping. Due to its
comprehensive nature, the book is suitable for developing and
teaching graduate courses on Monte Carlo methods. To facilitate
learning, each chapter includes several representative application
examples from various fields. The book pursues two main goals: (1)
It introduces researchers to applying Monte Carlo methods to
broader problems in areas such as Computer Vision, Computer
Graphics, Machine Learning, Robotics, Artificial Intelligence,
etc.; and (2) it makes it easier for scientists and engineers
working in these areas to employ Monte Carlo methods to enhance
their research.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
