Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making

Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making
Author :
Publisher : CRC Press
Total Pages : 335
Release :
ISBN-10 : 9781040164624
ISBN-13 : 1040164625
Rating : 4/5 (24 Downloads)

Book Synopsis Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making by : Irfan Ali

Download or read book Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making written by Irfan Ali and published by CRC Press. This book was released on 2024-12-26 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively discusses nature‐inspired algorithms, deep learning methods, applications of mathematical programming, and artificial intelligence techniques. It further covers important topics such as the use of machine learning and the Internet of Things and multi‐objective optimization under Fermatean hesitant fuzzy and uncertain environment. This book: Addresses solving practical problems such as supply chain management, smart manufacturing, and healthcare analytics using intelligent computing and discusses solving the fuzzy inference system in ant colony optimization for traveling salesman problem Presents an overview of artificial intelligence (AI) and explainable AI decision‐making (XAIDM) and illustrates a data‐driven optimization concept for modeling environmental and economic sustainability Discusses machine learning‐based multi‐objective optimization technique for load balancing in integrated fog‐cloud environment Explains the use of heuristics and metaheuristics in supply chain networks and the use of fuzzy optimization in sustainable development goals Discusses sustainable transit of hazardous waste, green fractional transportation system, perishable inventory, M‐estimation of functional regression operator, and intuitionistic fuzzy sets applications The text is primarily written for graduate students and academic researchers in diverse fields, including operations research, mathematics, statistics, computer science, information and communication technology, and industrial engineering.


Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making Related Books

Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making
Language: en
Pages: 335
Authors: Irfan Ali
Categories: Computers
Type: BOOK - Published: 2024-12-26 - Publisher: CRC Press

DOWNLOAD EBOOK

This book comprehensively discusses nature‐inspired algorithms, deep learning methods, applications of mathematical programming, and artificial intelligence t
Data-Driven Optimization of Manufacturing Processes
Language: en
Pages: 298
Authors: Kalita, Kanak
Categories: Technology & Engineering
Type: BOOK - Published: 2020-12-25 - Publisher: IGI Global

DOWNLOAD EBOOK

All machining process are dependent on a number of inherent process parameters. It is of the utmost importance to find suitable combinations to all the process
Optimization and Computing Using Intelligent Data-driven Approaches for Decision-making
Language: en
Pages: 0
Authors: Irfan Ali (Statistician)
Categories: Artificial intelligence
Type: BOOK - Published: 2025 - Publisher:

DOWNLOAD EBOOK

"This book comprehensively discusses nature-inspired algorithms, deep learning methods, applications of mathematical programming and artificial intelligence tec
Optimization and Computing Using Intelligent Data-Driven Approaches for Decision-Making
Language: en
Pages: 0
Authors: Asaju La'aro Bolaji
Categories: Computers
Type: BOOK - Published: 2024-12-04 - Publisher:

DOWNLOAD EBOOK

This book comprehensively discusses nature-inspired algorithms, deep learning methods, applications of mathematical programming, and artificial intelligence tec
Intelligent Decision Making: An AI-Based Approach
Language: en
Pages: 414
Authors: Gloria Phillips-Wren
Categories: Mathematics
Type: BOOK - Published: 2008-03-04 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Intelligent Decision Support Systems have the potential to transform human decision making by combining research in artificial intelligence, information technol