Exploring Critical Approaches Of Evolutionary Computation

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Exploring Critical Approaches of Evolutionary Computation

Author : Sarfraz, Muhammad
Publisher : IGI Global
ISBN 13 : 1522558330
Total Pages : 409 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Exploring Critical Approaches of Evolutionary Computation by : Sarfraz, Muhammad

Download or read book Exploring Critical Approaches of Evolutionary Computation written by Sarfraz, Muhammad and published by IGI Global. This book was released on 2018-07-13 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern optimization approaches have attracted an increasing number of scientists, decision makers, and researchers. As new issues in this field emerge, different optimization methodologies must be developed and implemented. Exploring Critical Approaches of Evolutionary Computation is a vital scholarly publication that explores the latest developments, methods, approaches, and applications of evolutionary models in a variety of fields. It also emphasizes evolutionary models of computation such as genetic algorithms, evolutionary strategies, classifier systems, evolutionary programming, genetic programming, and related fields such as swarm intelligence and other evolutionary computation techniques. Highlighting a range of pertinent topics such as neural networks, data mining, and data analytics, this book is designed for IT developers, IT theorists, computer engineers, researchers, practitioners, and upper-level students seeking current research on enhanced information exchange methods and practical aspects of computational systems.

Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms

Author : Milutinovi?, Veljko
Publisher : IGI Global
ISBN 13 : 1799883523
Total Pages : 296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by : Milutinovi?, Veljko

Download or read book Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms written by Milutinovi?, Veljko and published by IGI Global. This book was released on 2022-03-11 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.

Emerging Innovations in Microwave and Antenna Engineering

Author : Zbitou, Jamal
Publisher : IGI Global
ISBN 13 : 1522575405
Total Pages : 437 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Emerging Innovations in Microwave and Antenna Engineering by : Zbitou, Jamal

Download or read book Emerging Innovations in Microwave and Antenna Engineering written by Zbitou, Jamal and published by IGI Global. This book was released on 2018-10-12 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuing advancements in electronics creates the possibility of communicating with more people at greater distances. Such an evolution calls for more efficient techniques and designs in radio communications. Emerging Innovations in Microwave and Antenna Engineering provides innovative insights into theoretical studies on propagation and microwave design of passive and active devices. The content within this publication is separated into three sections: the design of antennas, the design of the antennas for the RFID system, and the design of a new structure of microwave amplifier. Highlighting topics including additive manufacturing technology, design application, and performance characteristics, it is designed for engineers, electricians, researchers, students, and professionals, and covers topics centered on modern antenna and microwave circuits design and theory.

New Perspectives on Information Systems Modeling and Design

Author : Rosado da Cruz, António Miguel
Publisher : IGI Global
ISBN 13 : 1522572724
Total Pages : 332 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis New Perspectives on Information Systems Modeling and Design by : Rosado da Cruz, António Miguel

Download or read book New Perspectives on Information Systems Modeling and Design written by Rosado da Cruz, António Miguel and published by IGI Global. This book was released on 2018-11-09 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information modeling plays an important role in every level of the enterprise information system’s architecture. Modeling allows organizations to adapt and become more efficient, helping top managers and engineers outline tactics to reach strategic objectives, understand organizational needs, and design information systems that are aligned with business goals. New Perspectives on Information Systems Modeling and Design is an essential reference source that discusses organizational adaptation through the integration of new information technologies into existing processes and underlying supporting applications. Featuring research on topics such as application integration, change management, and mobile process activities, this book is ideally designed for managers, researchers, system developers, entrepreneurs, graduate-level students, business professionals, information system engineers, and academicians seeking coverage on emerging technological developments and practical solutions for system modeling and design.

Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1522575995
Total Pages : 1857 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics by : Khosrow-Pour, D.B.A., Mehdi

Download or read book Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics written by Khosrow-Pour, D.B.A., Mehdi and published by IGI Global. This book was released on 2018-10-19 with total page 1857 pages. Available in PDF, EPUB and Kindle. Book excerpt: From cloud computing to data analytics, society stores vast supplies of information through wireless networks and mobile computing. As organizations are becoming increasingly more wireless, ensuring the security and seamless function of electronic gadgets while creating a strong network is imperative. Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics highlights the challenges associated with creating a strong network architecture in a perpetually online society. Readers will learn various methods in building a seamless mobile computing option and the most effective means of analyzing big data. This book is an important resource for information technology professionals, software developers, data analysts, graduate-level students, researchers, computer engineers, and IT specialists seeking modern information on emerging methods in data mining, information technology, and wireless networks.

Cases on Modern Computer Systems in Aviation

Author : Shmelova, Tetiana
Publisher : IGI Global
ISBN 13 : 1522575898
Total Pages : 506 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Cases on Modern Computer Systems in Aviation by : Shmelova, Tetiana

Download or read book Cases on Modern Computer Systems in Aviation written by Shmelova, Tetiana and published by IGI Global. This book was released on 2019-02-19 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Because trainees need to learn about the underlying technologies to use automation safely and efficiently, the development of automated aviation systems training is a growing challenge. Task analysis has been singled out as the basis of the training, but it can be more time-consuming than traditional development techniques. Cases on Modern Computer Systems in Aviation is an essential reference source that covers new information technology use in aviation systems to streamline the cybersecurity, decision-making, planning, and design processes within the aviation industry. Featuring coverage on a broad range of topics such as computer systems in aviation, artificial intelligence, software-defined networking (SDN), air navigation systems, decision support systems (DSS), and more, this publication is ideally designed for aviation specialists and industry professionals, technicians, practitioners, researchers, and academicians seeking current research on modern modeling approaches to streamline management in aviation.

Advancing Consumer-Centric Fog Computing Architectures

Author : Munir, Kashif
Publisher : IGI Global
ISBN 13 : 1522571507
Total Pages : 217 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Advancing Consumer-Centric Fog Computing Architectures by : Munir, Kashif

Download or read book Advancing Consumer-Centric Fog Computing Architectures written by Munir, Kashif and published by IGI Global. This book was released on 2018-12-07 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to a rapidly growing number of devices and communications, cloud computing has begun to fall behind on its ability to adequately process today’s technology. Additionally, companies have begun to look for solutions that would help reduce their infrastructure costs and improve profitability. Fog computing, a paradigm that extends cloud computing and services to the edge of the network, has presented itself as a viable solution and cost-saving method. However, before businesses can implement this new method, concerns regarding its security, privacy, availability, and data protection must be addressed. Advancing Consumer-Centric Fog Computing Architectures is a collection of innovative research on the methods and applications of fog computing in technological, business, and organizational dimensions. Thoroughly examining fog computing with respect to issues of management, trust and privacy, governance, and interoperability, this publication highlights a range of topics including access control mechanism, data confidentiality, and service-oriented architecture. This book is ideally designed for academicians, researchers, software developers, IT professionals, policymakers, technology designers, graduate-level students, managers, and business owners.

Internet of Things for Sustainable Community Development

Author : Abdul Salam
Publisher : Springer Nature
ISBN 13 : 303162162X
Total Pages : 403 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Internet of Things for Sustainable Community Development by : Abdul Salam

Download or read book Internet of Things for Sustainable Community Development written by Abdul Salam and published by Springer Nature. This book was released on with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Managing Sustainable Innovation

Author : Vanessa Ratten
Publisher : Routledge
ISBN 13 : 0429559984
Total Pages : 183 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Managing Sustainable Innovation by : Vanessa Ratten

Download or read book Managing Sustainable Innovation written by Vanessa Ratten and published by Routledge. This book was released on 2019-12-06 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an insightful text looking at sustainable innovation and the emerging fourth sector, i.e. hybrid organizations, through an interdisciplinary approach. The book illuminates what hybrid organizations are and how they generate new ways of creating blended value to secure the well-being of future generations and preservation of ecological services. The book also discusses how sustainable innovation may offer creative solutions to societal issues, the sharing economy and the circular economy. This book will appeal to those taking MBA and EMBA programmes, and those with an interest in creating sustainable business and innovation solutions.

Improving the Safety and Efficiency of Emergency Services: Emerging Tools and Technologies for First Responders

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 179982537X
Total Pages : 464 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Improving the Safety and Efficiency of Emergency Services: Emerging Tools and Technologies for First Responders by : Management Association, Information Resources

Download or read book Improving the Safety and Efficiency of Emergency Services: Emerging Tools and Technologies for First Responders written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-01-03 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: During emergency situations, society relies upon the efficient response time and effective services of emergency facilities that include fire departments, law enforcement, search and rescue, and emergency medical services (EMS). As such, it is imperative that emergency crews are outfitted with technologies that can cut response time and can also predict where such events may occur and prevent them from happening. The safety of first responders is also of paramount concern. New tools can be implemented to map areas of vulnerability for emergency responders, and new strategies can be devised in their training to ensure that they are conditioned to respond efficiently to an emergency and also conscious of best safety protocols. Improving the Safety and Efficiency of Emergency Services: Emerging Tools and Technologies for First Responders addresses the latest tools that can support first responders in their ultimate goal: delivering their patients to safety. It also explores how new techniques and devices can support first responders in their work by addressing their safety, alerting them to accidents in real time, connecting them with medical experts to improve the chances of survival of critical patients, predicting criminal and terrorist activity, locating missing persons, and allocating resources. Highlighting a range of topics such as crisis management, medical/fire emergency warning systems, and predictive policing technologies, this publication is an ideal reference source for law enforcement, emergency professionals, medical professionals, EMTs, fire departments, government officials, policymakers, IT consultants, technology developers, academicians, researchers, and students.

Advances on Intelligent Informatics and Computing

Author : Faisal Saeed
Publisher : Springer Nature
ISBN 13 : 3030987418
Total Pages : 793 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Advances on Intelligent Informatics and Computing by : Faisal Saeed

Download or read book Advances on Intelligent Informatics and Computing written by Faisal Saeed and published by Springer Nature. This book was released on 2022-03-29 with total page 793 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents emerging trends in intelligent computing and informatics. This book presents the papers included in the proceedings of the 6th International Conference of Reliable Information and Communication Technology 2021 (IRICT 2021) that was held virtually, on Dec. 22-23, 2021. The main theme of the book is “Advances on Intelligent Informatics and Computing”. A total of 87 papers were submitted to the conference, but only 66 papers were accepted and published in this book. The book presents several hot research topics which include health informatics, artificial intelligence, soft computing, data science, big data analytics, Internet of Things (IoT), intelligent communication systems, cybersecurity, and information systems.

Evolutionary Computation

Author : Xin Yao
Publisher : World Scientific
ISBN 13 : 9789810223069
Total Pages : 384 pages
Book Rating : 4.2/5 (23 download)

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Book Synopsis Evolutionary Computation by : Xin Yao

Download or read book Evolutionary Computation written by Xin Yao and published by World Scientific. This book was released on 1999 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary computation is the study of computational systems which use ideas and get inspiration from natural evolution and adaptation. This book is devoted to the theory and application of evolutionary computation. It is a self-contained volume which covers both introductory material and selected advanced topics. The book can roughly be divided into two major parts: the introductory one and the one on selected advanced topics. Each part consists of several chapters which present an in-depth discussion of selected topics. A strong connection is established between evolutionary algorithms and traditional search algorithms. This connection enables us to incorporate ideas in more established fields into evolutionary algorithms. The book is aimed at a wide range of readers. It does not require previous exposure to the field since introductory material is included. It will be of interest to anyone who is interested in adaptive optimization and learning. People in computer science, artificial intelligence, operations research, and various engineering fields will find it particularly interesting.

Evolutionary Computation

Author : David B. Fogel
Publisher : SPIE Press
ISBN 13 : 9780819437259
Total Pages : 188 pages
Book Rating : 4.4/5 (372 download)

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Book Synopsis Evolutionary Computation by : David B. Fogel

Download or read book Evolutionary Computation written by David B. Fogel and published by SPIE Press. This book was released on 2000 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary cmputation is one of the fastest growing areas of computer science, partly because of its broad applicability to engineering problems. The methods can be applied to problems as diverse as supply-chain optimization, routing and planning, task assignment, pharmaceutical design, interactive gaming, and many others within the signal processing domain.

Introduction to Evolutionary Computing

Author : A.E. Eiben
Publisher : Springer
ISBN 13 : 3662448742
Total Pages : 294 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Introduction to Evolutionary Computing by : A.E. Eiben

Download or read book Introduction to Evolutionary Computing written by A.E. Eiben and published by Springer. This book was released on 2015-07-01 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field. The book is suitable for undergraduate and graduate courses in artificial intelligence and computational intelligence, and for self-study by practitioners and researchers engaged with all aspects of bioinspired design and optimization.

Evolutionary Algorithms for Solving Multi-Objective Problems

Author : Carlos Coello Coello
Publisher : Springer Science & Business Media
ISBN 13 : 1475751842
Total Pages : 600 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Evolutionary Algorithms for Solving Multi-Objective Problems by : Carlos Coello Coello

Download or read book Evolutionary Algorithms for Solving Multi-Objective Problems written by Carlos Coello Coello and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers and practitioners alike are increasingly turning to search, op timization, and machine-learning procedures based on natural selection and natural genetics to solve problems across the spectrum of human endeavor. These genetic algorithms and techniques of evolutionary computation are solv ing problems and inventing new hardware and software that rival human designs. The Kluwer Series on Genetic Algorithms and Evolutionary Computation pub lishes research monographs, edited collections, and graduate-level texts in this rapidly growing field. Primary areas of coverage include the theory, implemen tation, and application of genetic algorithms (GAs), evolution strategies (ESs), evolutionary programming (EP), learning classifier systems (LCSs) and other variants of genetic and evolutionary computation (GEC). The series also pub lishes texts in related fields such as artificial life, adaptive behavior, artificial immune systems, agent-based systems, neural computing, fuzzy systems, and quantum computing as long as GEC techniques are part of or inspiration for the system being described. This encyclopedic volume on the use of the algorithms of genetic and evolu tionary computation for the solution of multi-objective problems is a landmark addition to the literature that comes just in the nick of time. Multi-objective evolutionary algorithms (MOEAs) are receiving increasing and unprecedented attention. Researchers and practitioners are finding an irresistible match be tween the popUlation available in most genetic and evolutionary algorithms and the need in multi-objective problems to approximate the Pareto trade-off curve or surface.

Evolutionary Computation for Modeling and Optimization

Author : Daniel Ashlock
Publisher : Springer Science & Business Media
ISBN 13 : 0387319093
Total Pages : 578 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Evolutionary Computation for Modeling and Optimization by : Daniel Ashlock

Download or read book Evolutionary Computation for Modeling and Optimization written by Daniel Ashlock and published by Springer Science & Business Media. This book was released on 2006-04-04 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets. Lots of applications and test problems, including a biotechnology chapter.

Handbook of Evolutionary Machine Learning

Author : Wolfgang Banzhaf
Publisher : Springer Nature
ISBN 13 : 9819938147
Total Pages : 764 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Handbook of Evolutionary Machine Learning by : Wolfgang Banzhaf

Download or read book Handbook of Evolutionary Machine Learning written by Wolfgang Banzhaf and published by Springer Nature. This book was released on 2023-11-01 with total page 764 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, written by leading international researchers of evolutionary approaches to machine learning, explores various ways evolution can address machine learning problems and improve current methods of machine learning. Topics in this book are organized into five parts. The first part introduces some fundamental concepts and overviews of evolutionary approaches to the three different classes of learning employed in machine learning. The second addresses the use of evolutionary computation as a machine learning technique describing methodologic improvements for evolutionary clustering, classification, regression, and ensemble learning. The third part explores the connection between evolution and neural networks, in particular the connection to deep learning, generative and adversarial models as well as the exciting potential of evolution with large language models. The fourth part focuses on the use of evolutionary computation for supporting machine learning methods. This includes methodological developments for evolutionary data preparation, model parametrization, design, and validation. The final part covers several chapters on applications in medicine, robotics, science, finance, and other disciplines. Readers find reviews of application areas and can discover large-scale, real-world applications of evolutionary machine learning to a variety of problem domains. This book will serve as an essential reference for researchers, postgraduate students, practitioners in industry and all those interested in evolutionary approaches to machine learning.