Predictive Analytics - Modeling and Optimization (Hardcover)

Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligence. This book provides the most recent advances in the field along with case studies and real-world examples. It discusses predictive modeling and analytics in reliability engineering and introduces current achievements and applications of artificial intelligence, data mining, and other techniques in supply chain management. It covers applications to reliability engineering practice, presents numerous examples to illustrate the theoretical results, and considers and analyses case studies and real-word examples. The book is written for researchers and practitioners in the field of system reliability, quality, supply chain management, and logistics management. Students taking courses in these areas will also find this book of interest.

General

Imprint:	Crc Press
Country of origin:	United Kingdom
Series:	Advanced Research in Reliability and System Assurance Engineering
Release date:	2021
First published:	2021
Editors:	Vijay Kumar • Mangey Ram
Dimensions:	234 x 156 x 24mm (L x W x T)
Format:	Hardcover
Pages:	274
ISBN-13:	978-0-367-53746-3
Categories:	Books > Arts & Architecture > Industrial / commercial art & design > Product design Books > Professional & Technical > Technology: general issues > Engineering: general Books > Professional & Technical > Environmental engineering & technology > General Books > Reference & Interdisciplinary > Communication studies > Decision theory > Risk assessment Books > Business & Economics > Business & management > Management of specific areas > Production & quality control management Books > Business & Economics > Business & management > Management of specific areas > Purchasing & supply management Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Vector & tensor analysis Books > Professional & Technical > Mechanical engineering & materials > Mechanical engineering > General Books > Computing & IT > Applications of computing > Databases > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General Promotions
LSN:	0-367-53746-X
Barcode:	9780367537463

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