Nature Inspired Computing For Wireless Sensor Networks

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Nature Inspired Computing for Wireless Sensor Networks

Debashis De,Amartya Mukherjee,Santosh Kumar Das,Nilanjan Dey
Nature Inspired Computing for Wireless Sensor Networks Book PDF

Author : Debashis De,Amartya Mukherjee,Santosh Kumar Das,Nilanjan Dey
Publisher : Springer Nature
Page : 346 pages
File Size : 49,5 Mb
Release : 2020-02-01
Category : Technology & Engineering
ISBN : 9789811521256

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Nature Inspired Computing for Wireless Sensor Networks by Debashis De,Amartya Mukherjee,Santosh Kumar Das,Nilanjan Dey Pdf

This book presents nature inspired computing applications for the wireless sensor network (WSN). Although the use of WSN is increasing rapidly, it has a number of limitations in the context of battery issue, distraction, low communication speed, and security. This means there is a need for innovative intelligent algorithms to address these issues.The book is divided into three sections and also includes an introductory chapter providing an overview of WSN and its various applications and algorithms as well as the associated challenges. Section 1 describes bio-inspired optimization algorithms, such as genetic algorithms (GA), artificial neural networks (ANN) and artificial immune systems (AIS) in the contexts of fault analysis and diagnosis, and traffic management. Section 2 highlights swarm optimization techniques, such as African buffalo optimization (ABO), particle swarm optimization (PSO), and modified swarm intelligence technique for solving the problems of routing, network parameters optimization, and energy estimation. Lastly, Section 3 explores multi-objective optimization techniques using GA, PSO, ANN, teaching–learning-based optimization (TLBO), and combinations of the algorithms presented. As such, the book provides efficient and optimal solutions for WSN problems based on nature-inspired algorithms.

Nature Inspired Computing for Wireless Sensor Networks

Anonim
Nature Inspired Computing for Wireless Sensor Networks Book PDF

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 44,6 Mb
Release : 2020
Category : Electronic books
ISBN : 9811521263

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Nature Inspired Computing for Wireless Sensor Networks by Anonim Pdf

This book presents nature inspired computing applications for the wireless sensor network (WSN). Although the use of WSN is increasing rapidly, it has a number of limitations in the context of battery issue, distraction, low communication speed, and security. This means there is a need for innovative intelligent algorithms to address these issues. The book is divided into three sections and also includes an introductory chapter providing an overview of WSN and its various applications and algorithms as well as the associated challenges. Section 1 describes bio-inspired optimization algorithms, such as genetic algorithms (GA), artificial neural networks (ANN) and artificial immune systems (AIS) in the contexts of fault analysis and diagnosis, and traffic management. Section 2 highlights swarm optimization techniques, such as African buffalo optimization (ABO), particle swarm optimization (PSO), and modified swarm intelligence technique for solving the problems of routing, network parameters optimization, and energy estimation. Lastly, Section 3 explores multi-objective optimization techniques using GA, PSO, ANN, teaching-learning-based optimization (TLBO), and combinations of the algorithms presented. As such, the book provides efficient and optimal solutions for WSN problems based on nature-inspired algorithms.

Nature-Inspired Computing for Smart Application Design

Santosh Kumar Das,Thanh-Phong Dao,Thinagaran Perumal
Nature Inspired Computing for Smart Application Design Book PDF

Author : Santosh Kumar Das,Thanh-Phong Dao,Thinagaran Perumal
Publisher : Springer Nature
Page : 287 pages
File Size : 48,8 Mb
Release : 2021-03-17
Category : Technology & Engineering
ISBN : 9789813361959

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Nature-Inspired Computing for Smart Application Design by Santosh Kumar Das,Thanh-Phong Dao,Thinagaran Perumal Pdf

This book focuses primarily on the nature-inspired approach for designing smart applications. It includes several implementation paradigms such as design and path planning of wireless network, security mechanism and implementation for dynamic as well as static nodes, learning method of cloud computing, data exploration and management, data analysis and optimization, decision taking in conflicting environment, etc. The book fundamentally highlights the recent research advancements in the field of engineering and science.

Nature-Inspired Computing Applications in Advanced Communication Networks

Gupta, Govind P.
Nature Inspired Computing Applications in Advanced Communication Networks Book PDF

Author : Gupta, Govind P.
Publisher : IGI Global
Page : 319 pages
File Size : 53,8 Mb
Release : 2019-12-27
Category : Computers
ISBN : 9781799816287

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Nature-Inspired Computing Applications in Advanced Communication Networks by Gupta, Govind P. Pdf

With the rapid growth of technology in society, communication networks have become a heavily researched topic. Implementing these advanced systems is a challenge, however, due to the abundance of optimization problems within these networks. The use of meta-heuristic algorithms and nature-inspired computing has become a prevalent technique among researchers for solving these complex problems within communication networks. Despite its popularity, this specific computing technique lacks the appropriate amount of research that is needed for professionals to grasp a definite understanding. Nature-Inspired Computing Applications in Advanced Communication Networks is a collection of innovative research on the methods and applications of natural computation techniques and algorithms within communication systems such as wireless sensor networks, vehicular adhoc networks, and internet of things. While highlighting topics including mobile sensor deployment, routing optimization, and sleep scheduling, this book is ideally designed for researchers, network professionals, computer scientists, mathematicians, developers, scholars, educators, and students seeking to enhance their understanding of nature-inspired computing and its solutions within various advanced communication networks.

Nature-Inspired Computing and Optimization

Srikanta Patnaik,Xin-She Yang,Kazumi Nakamatsu
Nature Inspired Computing and Optimization Book PDF

Author : Srikanta Patnaik,Xin-She Yang,Kazumi Nakamatsu
Publisher : Springer
Page : 494 pages
File Size : 45,8 Mb
Release : 2017-03-07
Category : Technology & Engineering
ISBN : 9783319509204

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Nature-Inspired Computing and Optimization by Srikanta Patnaik,Xin-She Yang,Kazumi Nakamatsu Pdf

The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applications cover a wide range of real-world optimization problems: from feature selection and image enhancement to scheduling and dynamic resource management, from wireless sensor networks and wiring network diagnosis to sports training planning and gene expression, from topology control and morphological filters to nutritional meal design and antenna array design. There are a few theoretical chapters comparing different existing techniques, exploring the advantages of nature-inspired computing over other methods, and investigating the mixing time of genetic algorithms. The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization. This timely book is intended as a practice-oriented reference guide for students, researchers and professionals.

Advances in Nature-Inspired Computing and Applications

Shishir Kumar Shandilya,Smita Shandilya,Atulya K. Nagar
Advances in Nature Inspired Computing and Applications Book PDF

Author : Shishir Kumar Shandilya,Smita Shandilya,Atulya K. Nagar
Publisher : Springer
Page : 349 pages
File Size : 45,8 Mb
Release : 2018-08-29
Category : Technology & Engineering
ISBN : 9783319964515

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Advances in Nature-Inspired Computing and Applications by Shishir Kumar Shandilya,Smita Shandilya,Atulya K. Nagar Pdf

This book contains research contributions from leading global scholars in nature-inspired computing. It includes comprehensive coverage of each respective topic, while also highlighting recent and future trends. The contributions provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application. This book has focus on the current researches while highlighting the empirical results along with theoretical concepts to provide a comprehensive reference for students, researchers, scholars, professionals and practitioners in the field of Advanced Artificial Intelligence, Nature-Inspired Algorithms and Soft Computing.

Nature-Inspired Algorithms for Big Data Frameworks

Banati, Hema,Mehta, Shikha,Kaur, Parmeet
Nature Inspired Algorithms for Big Data Frameworks Book PDF

Author : Banati, Hema,Mehta, Shikha,Kaur, Parmeet
Publisher : IGI Global
Page : 412 pages
File Size : 55,7 Mb
Release : 2018-09-28
Category : Computers
ISBN : 9781522558538

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Nature-Inspired Algorithms for Big Data Frameworks by Banati, Hema,Mehta, Shikha,Kaur, Parmeet Pdf

As technology continues to become more sophisticated, mimicking natural processes and phenomena becomes more of a reality. Continued research in the field of natural computing enables an understanding of the world around us, in addition to opportunities for manmade computing to mirror the natural processes and systems that have existed for centuries. Nature-Inspired Algorithms for Big Data Frameworks is a collection of innovative research on the methods and applications of extracting meaningful information from data using algorithms that are capable of handling the constraints of processing time, memory usage, and the dynamic and unstructured nature of data. Highlighting a range of topics including genetic algorithms, data classification, and wireless sensor networks, this book is ideally designed for computer engineers, software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the application of nature and biologically inspired algorithms for handling challenges posed by big data in diverse environments.

Nature Inspired Computing

Bijaya Ketan Panigrahi,M. N. Hoda,Vinod Sharma,Shivendra Goel
Nature Inspired Computing Book PDF

Author : Bijaya Ketan Panigrahi,M. N. Hoda,Vinod Sharma,Shivendra Goel
Publisher : Springer
Page : 210 pages
File Size : 53,7 Mb
Release : 2017-10-03
Category : Computers
ISBN : 9789811067471

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Nature Inspired Computing by Bijaya Ketan Panigrahi,M. N. Hoda,Vinod Sharma,Shivendra Goel Pdf

This volume comprises the select proceedings of the annual convention of the Computer Society of India. Divided into 10 topical volumes, the proceedings present papers on state-of-the-art research, surveys, and succinct reviews. The volumes cover diverse topics ranging from communications networks to big data analytics, and from system architecture to cyber security. This volume focuses on Nature Inspired Computing. The contents of this book will be useful to researchers and students alike.

Nature-Inspired Intelligent Computing Techniques in Bioinformatics

Khalid Raza
Nature Inspired Intelligent Computing Techniques in Bioinformatics Book PDF

Author : Khalid Raza
Publisher : Springer Nature
Page : 340 pages
File Size : 51,5 Mb
Release : 2022-10-31
Category : Technology & Engineering
ISBN : 9789811963797

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Nature-Inspired Intelligent Computing Techniques in Bioinformatics by Khalid Raza Pdf

This book encapsulates and occupies recent advances and state-of-the-art applications of nature-inspired computing (NIC) techniques in the field of bioinformatics and computational biology, which would aid medical sciences in various clinical applications. This edited volume covers fundamental applications, scope, and future perspectives of NIC techniques in bioinformatics including genomic profiling, gene expression data classification, DNA computation, systems and network biology, solving personalized therapy complications, antimicrobial resistance in bacterial pathogens, and computer-aided drug design, discovery, and therapeutics. It also covers the role of NIC techniques in various diseases and disorders, including cancer detection and diagnosis, breast cancer, lung disorder detection, disease biomarkers, and potential therapeutics identifications.

Nature-Inspired Computing

Nazmul H. Siddique,Hojjat Adeli
Nature Inspired Computing Book PDF

Author : Nazmul H. Siddique,Hojjat Adeli
Publisher : CRC Press
Page : 596 pages
File Size : 49,6 Mb
Release : 2017-05-19
Category : Computers
ISBN : 9781482244830

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Nature-Inspired Computing by Nazmul H. Siddique,Hojjat Adeli Pdf

Nature-Inspired Computing: Physics and Chemistry-Based Algorithms provides a comprehensive introduction to the methodologies and algorithms in nature-inspired computing, with an emphasis on applications to real-life engineering problems. The research interest for Nature-inspired Computing has grown considerably exploring different phenomena observed in nature and basic principles of physics, chemistry, and biology. The discipline has reached a mature stage and the field has been well-established. This endeavour is another attempt at investigation into various computational schemes inspired from nature, which are presented in this book with the development of a suitable framework and industrial applications. Designed for senior undergraduates, postgraduates, research students, and professionals, the book is written at a comprehensible level for students who have some basic knowledge of calculus and differential equations, and some exposure to optimization theory. Due to the focus on search and optimization, the book is also appropriate for electrical, control, civil, industrial and manufacturing engineering, business, and economics students, as well as those in computer and information sciences. With the mathematical and programming references and applications in each chapter, the book is self-contained, and can also serve as a reference for researchers and scientists in the fields of system science, natural computing, and optimization.

Nature-Inspired Networking

Phan Cong-Vinh
Nature Inspired Networking Book PDF

Author : Phan Cong-Vinh
Publisher : CRC Press
Page : 364 pages
File Size : 55,5 Mb
Release : 2018-02-13
Category : Computers
ISBN : 9781351182072

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Nature-Inspired Networking by Phan Cong-Vinh Pdf

"Nature-inspired" includes, roughly speaking, "bio-inspired"+"physical-inspired"+"social-inspired"+ and so on. This book contains highly original contributions about how nature is going to shape networking systems of the future. Hence, it focuses on rigorous approaches and cutting-edge solutions, which encompass three classes of major methods: 1) Those that take inspiration from nature for the development of novel problem solving techniques; 2) Those that are based on the use of networks to synthesize natural phenomena; and 3) Those that employ natural materials to compute or communicate.

Nature-Inspired Computing Design, Development, and Applications

Nunes de Castro, Leandro
Nature Inspired Computing Design Development and Applications Book PDF

Author : Nunes de Castro, Leandro
Publisher : IGI Global
Page : 435 pages
File Size : 48,9 Mb
Release : 2012-05-31
Category : Medical
ISBN : 9781466615755

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Nature-Inspired Computing Design, Development, and Applications by Nunes de Castro, Leandro Pdf

The observation of nature has been the inspiration for many materials, laws, and theories, as well as computational methods. Nature-Inspired computing Design, Development, and Applications covers all the main areas of natural computing, from methods to computationally synthesized natural phenomena, to computing paradigms based on natural materials. This volume is comprised of ideas and research from nature to develop computational systems or materials to perform computation. Researchers, academic educators, and professionals will find a comprehensive view of all aspects of natural computing with emphasis on its main branches.

Fuzzy Optimization Techniques in the Areas of Science and Management

Santosh Kumar Das,Massimiliano Giacalone
Fuzzy Optimization Techniques in the Areas of Science and Management Book PDF

Author : Santosh Kumar Das,Massimiliano Giacalone
Publisher : CRC Press
Page : 210 pages
File Size : 41,5 Mb
Release : 2022-10-17
Category : Mathematics
ISBN : 9781000718539

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Fuzzy Optimization Techniques in the Areas of Science and Management by Santosh Kumar Das,Massimiliano Giacalone Pdf

This book helps to enhance the application of fuzzy logic optimization in the areas of science and engineering. It includes implementation and models and paradigms, such as path planning and routing design for different wireless networks, organization behavior strategies models, and so forth. It also: Explains inventory control management, uncertainties management, loss minimization, game optimization, data analysis and prediction, different decision-making system and management, and so forth Describes applicability of fuzzy optimization techniques in areas of science and management Resolves several issues based on uncertainty using member function Helps map different problems based on mathematical models Includes issues and problems based on linear and nonlinear optimizations Focuses on management science such as manpower management and inventory planning This book is aimed at researchers and graduate students in signal processing, power systems, systems and industrial engineering, and computer networks.

Architectural Wireless Networks Solutions and Security Issues

Santosh Kumar Das,Sourav Samanta,Nilanjan Dey,Bharat S. Patel,Aboul Ella Hassanien
Architectural Wireless Networks Solutions and Security Issues Book PDF

Author : Santosh Kumar Das,Sourav Samanta,Nilanjan Dey,Bharat S. Patel,Aboul Ella Hassanien
Publisher : Springer Nature
Page : 333 pages
File Size : 55,9 Mb
Release : 2021-04-23
Category : Technology & Engineering
ISBN : 9789811603860

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Architectural Wireless Networks Solutions and Security Issues by Santosh Kumar Das,Sourav Samanta,Nilanjan Dey,Bharat S. Patel,Aboul Ella Hassanien Pdf

This book presents architectural solutions of wireless network and its variations. It basically deals with modeling, analysis, design and enhancement of different architectural parts of wireless network. The main aim of this book is to enhance the applications of wireless network by reducing and controlling its architectural issues. The book discusses efficiency and robustness of wireless network as a platform for communication and data transmission and also discusses some challenges and security issues such as limited hardware resources, unreliable communication, dynamic topology of some wireless networks, vulnerability and unsecure environment. This book is edited for users, academicians and researchers of wireless network. Broadly, topics include modeling of security enhancements, optimization model for network lifetime, modeling of aggregation systems and analyzing of troubleshooting techniques.

Handbook of Research on Natural Computing for Optimization Problems

Mandal, Jyotsna Kumar
Handbook of Research on Natural Computing for Optimization Problems Book PDF

Author : Mandal, Jyotsna Kumar
Publisher : IGI Global
Page : 1015 pages
File Size : 40,8 Mb
Release : 2016-05-25
Category : Computers
ISBN : 9781522500599

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Handbook of Research on Natural Computing for Optimization Problems by Mandal, Jyotsna Kumar Pdf

Nature-inspired computation is an interdisciplinary topic area that connects the natural sciences to computer science. Since natural computing is utilized in a variety of disciplines, it is imperative to research its capabilities in solving optimization issues. The Handbook of Research on Natural Computing for Optimization Problems discusses nascent optimization procedures in nature-inspired computation and the innovative tools and techniques being utilized in the field. Highlighting empirical research and best practices concerning various optimization issues, this publication is a comprehensive reference for researchers, academicians, students, scientists, and technology developers interested in a multidisciplinary perspective on natural computational systems.