Brahmjit Singh (editor) - Intelligent Computing and Communication Systems (Algorithms for Intelligent Systems)

This book series publishes research on the analysis and development of algorithms for intelligent systems with their applications to various real world problems. It covers research related to autonomous agents, multi-agent systems, behavioral modeling, reinforcement learning, game theory, mechanism design, machine learning, meta-heuristic search, optimization, planning and scheduling, artificial neural networks, evolutionary computation, swarm intelligence and other algorithms for intelligent systems.

The book series includes recent advancements, modification and applications of the artificial neural networks, evolutionary computation, swarm intelligence, artificial immune systems, fuzzy system, autonomous and multi agent systems, machine learning and other intelligent systems related areas. The material will be beneficial for the graduate students, post-graduate students as well as the researchers who want a broader view of advances in algorithms for intelligent systems. The contents will also be useful to the researchers from other fields who have no knowledge of the power of intelligent systems, e.g. the researchers in the field of bioinformatics, biochemists, mechanical and chemical engineers, economists, musicians and medical practitioners.

The series publishes monographs, edited volumes, advanced textbooks and selected proceedings.

More information about this series at http://www.springer.com/series/16171

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd.

The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

The next-generation communication technologies are envisaged to offer increased throughput by an order of magnitude and greater efficiency in terms of both frequency spectrum utilization and energy consumption. However, these communication systems including Internet of things and the fifth-generation wireless communication technologies are expected to operate in a very complex, uncertain, dynamic and diverse environment. Such an operating environment along with hardware intricacies of the end-to-end communication infrastructure limits the system performance. In addition, the computing functionality of these networking platforms is highly distributed and decentralized in nature. Designing these systems while ensuring consistent performance in complex and vulnerable environment is indeed a very challenging task. Intelligent algorithms are the enablers to manage the vast complexity of the operating environment and optimize the overall performance of the communication technologies.

This book on Intelligent Computing and Communication Systems aims at providing a comprehensive and insightful understanding of intelligent algorithms in context with their applications in the recently developed and the immediate future communication technologies under development as well. It also covers the topics on how to develop intelligent algorithms for computing functionality in the end-to-end networking platforms. It illustrates the recent developments, open technological challenges and future directions in the areas of data analysis, applications of the game theory, autonomous entities, evolutionary computation, smart ubiquitous computing and intelligent architectures with major focus on communication technologies and computing platforms. Capability and capacity enhancement in the next-generation communication technologies subsequent to the application of novel intelligent algorithms are also covered in the interesting and illustrative manner for the readers.

The book embodies an edited volume of the Proceedings of the International Conference on Cutting-Edge Technologies in Computing and Communication Engineering (IC4E-2020) organized at National Institute of Technology, Kurukshetra, during 67 November 2020. The conference received overwhelming response from 281 authors from across the world. Having exercised rigorous review process, high-quality 42 research articles accepted and presented in the conference are being brought out as the chapters in the present volume.