Satya Prakash Yadav - Distributed Artificial Intelligence

Distributed Artificial Intelligence

Internet of Everything (IoE): Security and Privacy Paradigm

Series Editors: Vijender Kumar Solanki, Raghvendra Kumar, and Le Hoang Son

IOT
Security and Privacy Paradigm
Edited by Souvik Pal, Vicente Garcia Diaz and Dac-Nhuong Le

Smart Innovation of Web of Things
Edited by Vijender Kumar Solanki, Raghvendra Kumar and Le Hoang Son

Big Data, IoT, and Machine Learning
Tools and Applications
Rashmi Agrawal, Marcin Paprzycki, and Neha Gupta

Internet of Everything and Big Data
Major Challenges in Smart Cities
Edited by Salah-ddine Krit, Mohamed Elhoseny, Valentina Emilia Balas, Rachid Benlamri, and Marius M. Balas

Bitcoin and Blockchain
History and Current Applications
Edited by Sandeep Kumar Panda, Ahmed A. Elngar, Valentina Emilia Balas, and Mohammed Kayed

Privacy Vulnerabilities and Data Security Challenges in the IoT
Edited by Shivani Agarwal, Sandhya Makkar, and Tran Duc Tan

Handbook of IoT and Blockchain
Methods, Solutions, and Recent Advancements
Edited by Brojo Kishore Mishra, Sanjay Kumar Kuanar, Sheng-Lung Peng, and Daniel D. Dasig, Jr.

Blockchain Technology
Fundamentals, Applications, and Case Studies
Edited by E Golden Julie, J. Jesu Vedha Nayahi, and Noor Zaman Jhanjhi

Data Security in Internet of Things Based RFID and WSN Systems Applications
Edited by Rohit Sharma, Rajendra Prasad Mahapatra, and Korhan Cengiz

Securing IoT and Big Data
Next Generation Intelligence
Edited by Vijayalakshmi Saravanan, Anpalagan Alagan, T. Poongodi, and Firoz Khan

Distributed Artificial Intelligence
A Modern Approach
Edited by Satya Prakash Yadav, Dharmendra Prasad Mahato, and Nguyen Thi Dieu Linh

Security and Trust Issues in Internet of Things
Blockchain to the Rescue
Edited by Sudhir Kumar Sharma, Bharat Bhushan, and Bhuvan Unhelkar

For more information about this series, please visit: HYPERLINK "https://www.crcpress.com/Internet-of-Everything-IoE-Security-and-Privacy-Paradigm/book-series/CRCIOESPP8quot; https://www.crcpress.com/Internet-of-Everything-IoE-Security-and-Privacy-Paradigm/book-series/CRCIOESPP

Distributed Artificial Intelligence

A Modern Approach

Edited by

Satya Prakash Yadav, Dharmendra Prasad Mahato, and Nguyen Thi Dieu Linh

First edition published 2021
by CRC Press
6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742

and by CRC Press
2 Park Square, Milton Park, Abingdon, Oxon, OX14 4RN

2021 Taylor & Francis Group, LLC
CRC Press is an imprint of Taylor & Francis Group, LLC

Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint.

Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or utilized in any form by any electronic, mechanical, or other means, now known or hereafter invented, including photocopying, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers.

For permission to photocopy or use material electronically from this work, access www.copyright.com or contact the Copyright Clearance Center, Inc. (CCC), 222 Rosewood Drive, Danvers, MA 01923, 978-750-8400. For works that are not available on CCC please contact mpkbookspermissions@tandf.co.uk

Trademark notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe.

Library of Congress Cataloging-in-Publication Data

Names: Yadav, Satya Prakash, editor.
Title: Distributed artificial intelligence : a modern approach / edited by Satya Prakash Yadav, Dharmendra Prasad Mahato and Nguyen Thi Dieu Linh.
Description: First edition. | Boca Raton : CRC Press, 2020. | Series: Internet of everything (ioe): security and privacy paradigm | Includes bibliographical references and index.
Identifiers: LCCN 2020028557 (print) | LCCN 2020028558 (ebook) | ISBN 9780367466657 (hbk) | ISBN 9781003038467 (ebk)
Subjects: LCSH: Distributed artificial intelligence.
Classification: LCC Q337 .D574 2020 (print) | LCC Q337 (ebook) | DDC 006.30285/436--dc23
LC record available at https://lccn.loc.gov/2020028557
LC ebook record available at https://lccn.loc.gov/2020028558

ISBN: 978-0-367-46665-7 (hbk)
ISBN: 978-1-003-03846-7 (ebk)

Typeset in Times
by Deanta Global Publishing Services, Chennai, India

Contents

Annu Mishra

Rashi Agarwal, Supriya Khaitan, and Shashank Sahu

Raj Kumar Goel, Shweta Vishnoi, Chandra Shekhar Yadav, and Pankaj Tyagi

Ankur Seem, Arpit Kumar Chauhan, Rijwan Khan, and Satya Prakash Yadav

Satya Prakash Yadav

Annu Mishra and Satya Prakash Yadav

Aishwarya Gupta

Anisha Singh, Akarshita Jain, and Bipin Kumar Rai

Niharika Dhingra, Mahima Gupta, Neha Bhati, Pallavi Kumari, and Rijwan Khan

Nidhi Gupta, Shailesh Singh, and Sonia Gupta

Shubhangi Sankhyadhar and Mohit Pandey

Vijay Yadav, Raghuraj Singh, and Vibhash Yadav

Naziya Hussain and Preeti Rani

Dhruv Rawat, Amit Kumar, and Suresh Kumar

Anuj Kumar, Satya Prakash Yadav, and Sugandha Mittal

Pushpa Singh, Rajnesh Singh, Narendra Singh, and Murari Kumar Singh

G. Kiruthiga, G. Uma Devi, N. Yuvaraj, R. Arshath Raja, and N.V. Kousik

V. Radhika

Distributed artificial intelligence (DAI) has emerged as a powerful paradigm for representing and solving complex problems. DAI is the branch of AI concerned with how to coordinate behavior among a collection of semi-autonomous problem-solving agents: how they can coordinate their knowledge, goals, and plans to act together, to solve joint problems, or to make individually or globally rational decisions in the face of uncertainty and multiple, conflicting perspectives. Growth of this field has been spurred by the advances in distributed computing environments and widespread information connectivity. Although DAI started as a branch of artificial intelligence, it has emerged as an independent research discipline in its own right, representing a confluence of ideas from several disciplines. Distributed, coordinated systems of problem-solvers are rapidly becoming practical partners in critical human problem-solving environments, and DAI is a rapidly developing field of both application and research, experiencing explosive growth around the world.

This book presents a collection of articles surveying several major recent developments in DAI. The book focuses on issues and challenges that arise in building practical DAI systems in real-world settings and covers some solutions of the issues. It provides a synthesis of recent thinking, both theoretical and applied, on major problems of DAI.

Satya Prakash Yadav is currently on the faculty of the Information Technology Department, ABES Institute of Technology (ABESIT), Ghaziabad, India. He submitted his Ph.D. thesis entitled Fusion of Medical Images in Wavelet Domain to Dr. A.P.J. Abdul Kalam Technical University (AKTU) (formerly UPTU). A seasoned academician with more than 12 years of experience, he has published three books ( Programming in C , Programming in C++ , and Blockchain and Cryptocurrency ). He has undergone industrial training programs during which he was involved in live projects with companies in the areas of SAP, Railway Traffic Management Systems, and Visual Vehicles Counter and Classification (used in the Metro rail network design). He is an alumnus of Netaji Subhas Institute of Technology (NSIT), Delhi University, India. A prolific writer, Mr. Satya Prakash Yadav has published two patents and authored many research papers. He also has presented research papers at many conferences in the areas of Image Processing and Programming. He is a lead editor in the Science Publishing Group and Eureka Journals.