High Dimensional Optimization and Probability is popular PDF and ePub book, written by Ashkan Nikeghbali in 2022-08-04, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, High Dimensional Optimization and Probability can be Read Online from any device for your convenience.
High Dimensional Optimization and Probability Book PDF Summary
This volume presents extensive research devoted to a broad spectrum of mathematics with emphasis on interdisciplinary aspects of Optimization and Probability. Chapters also emphasize applications to Data Science, a timely field with a high impact in our modern society. The discussion presents modern, state-of-the-art, research results and advances in areas including non-convex optimization, decentralized distributed convex optimization, topics on surrogate-based reduced dimension global optimization in process systems engineering, the projection of a point onto a convex set, optimal sampling for learning sparse approximations in high dimensions, the split feasibility problem, higher order embeddings, codifferentials and quasidifferentials of the expectation of nonsmooth random integrands, adjoint circuit chains associated with a random walk, analysis of the trade-off between sample size and precision in truncated ordinary least squares, spatial deep learning, efficient location-based tracking for IoT devices using compressive sensing and machine learning techniques, and nonsmooth mathematical programs with vanishing constraints in Banach spaces. The book is a valuable source for graduate students as well as researchers working on Optimization, Probability and their various interconnections with a variety of other areas. Chapter 12 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Detail Book of High Dimensional Optimization and Probability PDF
- Author : Ashkan Nikeghbali
- Release : 04 August 2022
- Publisher : Springer Nature
- ISBN : 9783031008320
- Genre : Mathematics
- Total Page : 417 pages
- Language : English
- PDF File Size : 8,5 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book High Dimensional Optimization and Probability by Ashkan Nikeghbali, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.