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Algorithm Management Optimization: Optimization of Generative AI for Industrial Applications

Editors: Prashant Upadhyay, Neha Agarwal, Satya Prakash Yadav, Pancham Singh, Auzuir Ripardo de Alexandria

Algorithm Management Optimization: Optimization of Generative AI for Industrial Applications

ISBN: 979-8-89881-790-9
eISBN: 979-8-89881-789-3 (Online)

Introduction

This book explores how optimised generative AI is driving industrial transformation. Written for real-world deployment, it shows how to move generative AI from the lab to the factory floor. It covers the scalability of large models such as GANs, LLMs and transformers, addressing computational efficiency, energy use, data privacy and ethical deployment. Chapters move from model architectures and optimisation techniques to applications in smart manufacturing, product design, industrial safety, engineering systems and decentralised finance, closing with self- optimizing systems and quantum computing.


Key Features :

Combines theory with real-world case studies from automotive, aerospace and healthcare. Offers frameworks for model compression for edge computing, quantisation, federated learning, human-AI collaboration, ethical AI governance and sustainable, energy-efficient AI.


Target Readership :

Researchers, data scientists, AI/ML engineers and industry practitioners in manufacturing, logistics and finance; graduate students, technology developers and decision-makers implementing AI.

Contributors

Editor(s):
Prashant Upadhyay
School of Computer Science Engineering and Technology
Bennett University, Greater Noida
Uttar Pradesh, India


Neha Agarwal
Amity School of Engineering and Technology
Amity University, Greater Noida
Uttar Pradesh, India


Satya Prakash Yadav
Department of Computer Science and Engineering
Madan Mohan Malaviya University of Technology
Gorakhpur, Uttar Pradesh, India


Pancham Singh
Department of Information Technology
Ajay Kumar Garg Engineering College
Ghaziabad, Uttar Pradesh, India


Auzuir Ripardo de Alexandria
Department of Industry, Fortaleza Campus
Federal Institute of Education, Science
and Technology of Ceará, Fortaleza
Ceará, Brazil



Contributor(s):
Abhay Bhatia
Department of Computer Science & Engineering
Roorkee Institute of Technology
Roorkee, Uttarakhand
India


Amrit Kumar Agrawal
Department of Computer Science and Engineering
Sharda University
Greater Noida, Uttar Pradesh
India


Anil Kumar
Department of Computer Science & Engineering
Roorkee Institute of Technology
Roorkee, Uttarakhand
India


Anju Mishra
Department of Information Technology
Ajay Kumar Garg Engineering College
Ghaziabad, Uttar Pradesh
India


Aradhna Saini
Department for Computer Science & Engineering (AIML) and Cyber Security
Metro University
Greater Noida, Uttar Pradesh
India


Archana Sar
Department of Computer Science and Engineering
GL Bajaj Institute of Engineering & Management
Greater Noida, Uttar Pradesh
India


Arun Kashyap
Department of Computer Science & Engineering
GL Bajaj Institute of Technology
Greater Noida, Uttar Pradeh
India


Attiuttama Mishra
Department of Artificial Intelligence and Machine Learning
G. L Bajaj Institute of Technology and Management
Greater Noida, Uttar Pradesh
India


C. Vinaya
Department of Computing Science
Sri Krishna Arts and Science College
Coimbatore, Tamil Nadu
India


Chanchal Ahlawat
School of Computer Science Engineering, and Technology
Bennett University
Greater Noida, Uttar Pradesh
India


Deepti Chaudhary
Department of Computer Science and Engineering
Hi-Tech Institute of Engineering & Technology
Ghaziabad, Uttar Pradesh
India


J. Joselin
Department of Computing Science
Sri Krishna Arts and Science College
Coimbatore, Tamil Nadu
India


Jabir Luqman Ismail
Department of Computer Science and Engineering
Sharda University
Greater Noida, Uttar Pradesh
India


Meetu Malhotra
Harrisburg University of Science and Technology
Harrisburg, Pennsylvania
USA


Megha Singh
Department of Computer Science and Engineering
Sharda University
Greater Noida, Uttar Pradesh
India


Neha Yadav
Department for Computer Science & Engineering (AIML) and Cyber Security
Metro University
Greater Noida, Uttar Pradesh
India


Nishant Gupta
Department of Computer Science and Engineering
I.T.S Engineering College
Greater Noida, Uttar Pradesh
India


Nistha Diwedi
Department of Computer Science and Engineering
Sharda University
Greater Noida, Uttar Pradesh
India


Poorab Agrawal
Department of Computer Science and Engineering
Sharda School of Engineering and Technology, Sharda University
Greater Noida, Uttar Pradesh
India


Priyanshi Navdisha
Department of Computer Science and Engineering
Sharda School of Engineering and Technology, Sharda University
Greater Noida, Uttar Pradesh
India


Rajeev Kumar
IEEE Member
North Carolina
USA


Ria Ghosh
Indian Institute of Technology Patna
Patna, Bihar
India


Rishabh Kamal
Department of Information Technology
Dr. B.R. Ambedkar National Institute of Technology
Jalandhar, Punjab
India


Saahil Singh
Department of Computer Science and Engineering
Sharda University
Greater Noida, Uttar Pradesh
India


Shivani Tufchi
School of Computer Science Engineering, and Technology
Bennett University
Greater Noida, Uttar Pradesh
India


Syed Farheen
Department of Computer Science and Engineering
Sharda University
Greater Noida, Uttar Pradesh
India


U. Padmashree
Department of Computing Science
Sri Krishna Arts and Science College
Coimbatore, Tamil Nadu
India


Yash Pratap Singh
Department of Computer Science and Engineering
Sharda School of Engineering and Technology, Sharda University
Greater Noida, Uttar Pradesh
India