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Principal Concepts in Applied Evolutionary Computation: Emerging Trends

Author : Hong, Wei-Chiang Samuelson

Publisher : IGI Global

Page : 400 pages

File Size : 28,44 MB

Release : 2012-06-30

Category : Computers

ISBN : 1466617500

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Book Description

Increasingly powerful and diverse computing technologies have the potential to tackle ever greater and more complex problems and dilemmas in engineering and science disciplines. Principal Concepts in Applied Evolutionary Computation: Emerging Trends provides an introduction to the important interdisciplinary discipline of evolutionary computation, an artificial intelligence field that combines the principles of computational intelligence with the mechanisms of the theory of evolution. Academics and practicing field professionals will find this reference useful as they break into the emerging and complex world of evolutionary computation, learning to harness and utilize this exciting new interdisciplinary field.



Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation

Author : Samuelson Hong, Wei-Chiang

Publisher : IGI Global

Page : 357 pages

File Size : 34,79 MB

Release : 2013-03-31

Category : Computers

ISBN : 1466636297

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Book Description

Evolutionary computation has emerged as a major topic in the scientific community as many of its techniques have successfully been applied to solve problems in a wide variety of fields. Modeling Applications and Theoretical Innovations in Interdisciplinary Evolutionary Computation provides comprehensive research on emerging theories and its aspects on intelligent computation. Particularly focusing on breaking trends in evolutionary computing, algorithms, and programming, this publication serves to support professionals, government employees, policy and decision makers, as well as students in this scientific field.



New Concepts and Trends of Hybrid Multiple Criteria Decision Making

Author : Gwo-Hshiung Tzeng

Publisher : CRC Press

Page : 404 pages

File Size : 43,99 MB

Release : 2017-08-15

Category : Business & Economics

ISBN : 1351680625

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Book Description

When people or computers need to make a decision, typically multiple conflicting criteria need to be evaluated; for example, when we buy a car, we need to consider safety, cost and comfort. Multiple criteria decision making (MCDM) has been researched for decades. Now as the rising trend of big-data analytics in supporting decision making, MCDM can be more powerful when combined with state-of-the-art analytics and machine learning. In this book, the authors introduce a new framework of MCDM, which can lead to more accurate decision making. Several real-world cases will be included to illustrate the new hybrid approaches.



Applying Data Science and Learning Analytics Throughout a Learner’s Lifespan

Author : Trajkovski, Goran

Publisher : IGI Global

Page : 314 pages

File Size : 11,81 MB

Release : 2022-05-06

Category : Education

ISBN : 1799896463

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Book Description

Research in the domains of learning analytics and educational data mining has prototyped an approach where methodologies from data science and machine learning are used to gain insights into the learning process by using large amounts of data. As many training and academic institutions are maturing in their data-driven decision making, useful, scalable, and interesting trends are emerging. Organizations can benefit from sharing information on those efforts. Applying Data Science and Learning Analytics Throughout a Learner’s Lifespan examines novel and emerging applications of data science and sister disciplines for gaining insights from data to inform interventions into learners’ journeys and interactions with academic institutions. Data is collected at various times and places throughout a learner’s lifecycle, and the learners and the institution should benefit from the insights and knowledge gained from this data. Covering topics such as learning analytics dashboards, text network analysis, and employment recruitment, this book is an indispensable resource for educators, computer scientists, faculty of higher education, government officials, educational administration, students of higher education, pre-service teachers, business professionals, researchers, and academicians.



Soft Computing Principles and Integration for Real-Time Service-Oriented Computing

Author : Punit Gupta

Publisher : CRC Press

Page : 253 pages

File Size : 24,77 MB

Release : 2024-03-22

Category : Computers

ISBN : 1003859038

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Book Description

In recent years, soft computing techniques have emerged as a successful tool to understand and analyze the collective behavior of service- oriented computing software. Algorithms and mechanisms of self- organization of complex natural systems have been used to solve problems, particularly in complex systems, which are adaptive, ever- evolving, and distributed in nature across the globe. What fits more perfectly into this scenario other than the rapidly developing era of Fog, IoT, and Edge computing environment? Service- oriented computing can be enhanced with soft computing techniques embedded inside the Cloud, Fog, and IoT systems. Soft Computing Principles and Integration for Real-Time Service-Oriented Computing explores soft computing techniques that have wide application in interdisciplinary areas. These soft computing techniques provide an optimal solution to the optimization problem using single or multiple objectives.The book focuses on basic design principles and analysis of soft computing techniques. It discusses how soft computing techniques can be used to improve quality-of-service in serviceoriented architectures. The book also covers applications and integration of soft computing techniques with a service- oriented computing paradigm. Highlights of the book include: A general introduction to soft computing An extensive literature study of soft computing techniques and emerging trends Soft computing techniques based on the principles of artificial intelligence, fuzzy logic, and neural networks The implementation of SOC with a focus on service composition and orchestration, quality of service (QoS) considerations, security and privacy concerns, governance challenges, and the integration of legacy systems The applications of soft computing in adaptive service composition, intelligent service recommendation, fault detection and diagnosis, SLA management, and security Such principles underlying SOC as loose coupling, reusability, interoperability, and abstraction An IoT based framework for real time data collection and analysis using soft computing



Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications

Author : Chiong, Raymond

Publisher : IGI Global

Page : 359 pages

File Size : 47,4 MB

Release : 2009-09-30

Category : Business & Economics

ISBN : 1605667994

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Book Description

"This volume offers intriguing applications, reviews and additions to the methodology of intelligent computing, presenting the emerging trends of state-of-the-art intelligent systems and their practical applications"--Provided by publisher.



Recent Trends in Swarm Intelligence Enabled Research for Engineering Applications

Author : Siddhartha Bhattacharyya

Publisher : Elsevier

Page : 382 pages

File Size : 29,63 MB

Release : 2024-07-13

Category : Computers

ISBN : 0443155321

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Book Description

With the advent of data-intensive applications, the elimination of redundancy in disseminated information has become a serious challenge for researchers who are on the lookout for evolving metaheuristic algorithms which can explore and exploit the information feature space to derive the optimal settings for specific applications. Swarm intelligence algorithms have developed as one of the most widely used metaheuristic techniques for addressing this challenge in an effective way. Inspired by the behavior of a swarm of bees, these swarm intelligence techniques emulate the corresponding natural instincts to derive optimal solutions for data-intensive applications. Recent Trends in Swarm Intelligence Enabled Research for Engineering Applications focuses on the recent and most up-to-date technologies combining other intelligent tools with swarm intelligence techniques to yield robust and failsafe solutions to real world problems. This book aims to provide audiences with a platform to learn and gain insights into the latest developments in hybrid swarm intelligence. It will be useful to researchers, engineers, developers, practitioners, and graduate students working in the major and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing. - Introduces the theory underpinning hybrid swarm intelligence-enabled research as well as the leading applications across the fields of communication, networking, and information engineering - Presents a range of applications research, including signal processing, communication engineering, bioinformatics, controllers, federated learning systems, blockchain, and IoT - Includes case studies and code snippets in applications chapters



Proceedings of the International Conference on Emerging Trends in Business & Management (ICETBM 2023)

Author : Sudarsan Jayasingh

Publisher : Springer Nature

Page : 438 pages

File Size : 28,55 MB

Release : 2023-05-09

Category : Business & Economics

ISBN : 9464631627

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Book Description

This is an open access book. The International Conference on Emerging Trends in Business & Management (ICETBM2023) aims to bring together leading academicians, practitioners, researchers, and students to exchange their views, knowledge, experience and insights on the emerging trends in business and management. The conference theme for year 2023 is “Business Intelligence and Analytics as Drivers for Digital Transformation”. Organizations are adopting a data-driven approach to identify new business opportunities, serve customers better, increase sales, improve the efficiency of operations and more. The amount of data generated, captured, copied, and consumed worldwide is growing rapidly due to increased use of the internet, mobile phone and social media. In today’s modern corporate environment, business intelligence and analytics have emerged as indispensable tools for improving decision-making, facilitating the execution of major initiatives, and guiding the overall company strategies. Business Intelligence and Analytics enables organizations to develop new innovative business models and approaches in the era of digital transformation. The role of analytics in solving business problems has increased manifold in recent years. Researchers, academics, and practitioners are paying more attention because of the increasing benefits achieved using business analytics. The conference will be held in SSN School of Management, Sri Sivasubramaniya Nadar College of Engineering, Kalavakkam, Chennai, India on 24th & 25th February 2023 and will be a hybrid event. This conference will offer invited talks by experts and paper presentations from leading academicians and industry speakers to share new ideas, research insights, recent innovations, trends, and challenges faced in the field of Business and Management.



Emerging Trends in Technological Innovation

Author : Luis M. Camarinha-Matos

Publisher : Springer Science & Business Media

Page : 560 pages

File Size : 17,2 MB

Release : 2010-02-09

Category : Computers

ISBN : 3642116272

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Book Description

Identifying Emerging Trends in Technological Innovation Doctoral programs in science and engineering are important sources of innovative ideas and techniques that might lead to new products and technological innovation. Certainly most PhD students are not experienced researchers and are in the process of learning how to do research. Nevertheless, a number of empiric studies also show that a high number of technological innovation ideas are produced in the early careers of researchers. The combination of the eagerness to try new approaches and directions of young doctoral students with the experience and broad knowledge of their supervisors is likely to result in an important pool of innovation potential. The DoCEIS doctoral conference on Computing, Electrical and Industrial En- neering aims at creating a space for sharing and discussing ideas and results from doctoral research in these inter-related areas of engineering. Innovative ideas and hypotheses can be better enhanced when presented and discussed in an encouraging and open environment. DoCEIS aims to provide such an environment, releasing PhD students from the pressure of presenting their propositions in more formal contexts.



Emerging Computing Paradigms

Author : Umang Singh

Publisher : John Wiley & Sons

Page : 308 pages

File Size : 21,18 MB

Release : 2022-07-25

Category : Computers

ISBN : 1119813409

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Book Description

EMERGING COMPUTING PARADIGMS A holistic overview of major new computing paradigms of the 21st Century In Emerging Computing Paradigms: Principles, Advances and Applications, international scholars offer a compendium of essential knowledge on new promising computing paradigms. The book examines the characteristics and features of emerging computing technologies and provides insight into recent technological developments and their potential real-world applications that promise to shape the future. This book is a useful resource for all those who wish to quickly grasp new concepts of, and insights on, emerging computer paradigms and pursue further research or innovate new novel applications harnessing these concepts. Key Features Presents a comprehensive coverage of new technologies that have the potential to shape the future of our world—quantum computing, computational intelligence, advanced wireless networks and blockchain technology Revisits mainstream ideas now being widely adopted, such as cloud computing, the Internet of Things (IoT) and cybersecurity Offers recommendations and practical insights to assist the readers in the application of these technologies Aimed at IT professionals, educators, researchers, and students, Emerging Computing Paradigms: Principles, Advances and Applications is a comprehensive resource to get ahead of the curve in examining and exploiting emerging new concepts and technologies. Business executives will also find the book valuable and gain an advantage over competitors in harnessing the concepts examined therein.