Advancements in Applied Metaheuristic Computing

Advancements in Applied Metaheuristic Computing

Metaheuristic algorithms are present in various applications for different domains. Recently, researchers have conducted studies on the effectiveness of these algorithms in providing optimal solutions to complicated problems.

Author: Dey, Nilanjan

Publisher: IGI Global

ISBN: 9781522541523

Category: Computers

Page: 335

View: 435

Metaheuristic algorithms are present in various applications for different domains. Recently, researchers have conducted studies on the effectiveness of these algorithms in providing optimal solutions to complicated problems. Advancements in Applied Metaheuristic Computing is a crucial reference source for the latest empirical research on methods and approaches that include metaheuristics for further system improvements, and it offers outcomes of employing optimization algorithms. Featuring coverage on a broad range of topics such as manufacturing, genetic programming, and medical imaging, this publication is ideal for researchers, academicians, advanced-level students, and technology developers seeking current research on the use of optimization algorithms in several applications.
Categories: Computers

Applied Social Network Analysis With R Emerging Research and Opportunities

Applied Social Network Analysis With R  Emerging Research and Opportunities

Meta-Heuristic Algorithms in Medical Image Segmentation: A Review. In N. Dey (
Ed.), Advancements in Applied Metaheuristic Computing (pp. 185–203). Hershey
, PA: IGI Global. doi:10.4018/978-1-5225-4151-6.ch008 Dhal, K. G., & Das, ...

Author: Gençer, Mehmet

Publisher: IGI Global

ISBN: 9781799819141

Category: Computers

Page: 284

View: 556

Understanding the social relations within the fields of business and economics is vital for the promotion of success within a certain organization. Analytics and statistics have taken a prominent role in marketing and management practices as professionals are constantly searching for a competitive advantage. Converging these technological tools with traditional methods of business relations is a trending area of research. Applied Social Network Analysis With R: Emerging Research and Opportunities is an essential reference source that materializes and analyzes the issue of structure in terms of its effects on human societies and the state of the individuals in these communities. Even though the theme of the book is business-oriented, an approach underlining and strengthening the ties of this field of study with social sciences for further development is adopted throughout. Therefore, the knowledge presented is valid for analyzing not only the organization of the business world but also for the organization of any given community. Featuring research on topics such as network visualization, graph theory, and micro-dynamics, this book is ideally designed for researchers, practitioners, business professionals, managers, programmers, academicians, and students seeking coverage on analyzing social and business networks using modern methods of statistics, programming, and data sets.
Categories: Computers

Applied Nature Inspired Computing Algorithms and Case Studies

Applied Nature Inspired Computing  Algorithms and Case Studies

Advancements in applied metaheuristic computing. Hershey, USA: IGI Global. 2.
Maji, K. B., Kar, R., Mandal, D., et al. (2018). Design of low-voltage CMOS Op-
Amp using evolutionary optimization techniques. In Advances in computer ...

Author: Nilanjan Dey

Publisher: Springer

ISBN: 9789811392634

Category: Computers

Page: 275

View: 266

This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain and its connections with computational intelligence areas in real-world engineering applications. It introduces readers to a broad range of algorithms, such as genetic algorithms, particle swarm optimization, the firefly algorithm, flower pollination algorithm, collision-based optimization algorithm, bat algorithm, ant colony optimization, and multi-agent systems. In turn, it provides an overview of meta-heuristic algorithms, comparing the advantages and disadvantages of each. Moreover, the book provides a brief outline of the integration of nature-inspired computing techniques and various computational intelligence paradigms, and highlights nature-inspired computing techniques in a range of applications, including: evolutionary robotics, sports training planning, assessment of water distribution systems, flood simulation and forecasting, traffic control, gene expression analysis, antenna array design, and scheduling/dynamic resource management.
Categories: Computers

Nature Inspired Computing for Wireless Sensor Networks

Nature Inspired Computing for Wireless Sensor Networks

Neural Comput Appl 28(12):4061–4077 Dey N (ed) (2017) Advancements in
applied metaheuristic computing. IGI Global Dey N, Ashour AS, Bhattacharyya S (
2019) Applied nature-inspired computing: algorithms and case studies Dey N, ...

Author: Debashis De

Publisher: Springer Nature

ISBN: 9789811521256

Category: Technology & Engineering

Page: 322

View: 957

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.
Categories: Technology & Engineering

Frontier Applications of Nature Inspired Computation

Frontier Applications of Nature Inspired Computation

In: 2013 IEEE symposium on computational intelligence for engineering solutions
(CIES), IEEE, pp 23–28 Gomes LL, ... IEEE Trans Power Syst 31(3):2135–2143 (
IEEE) Dey N (ed) (2017) Advancements in applied metaheuristic computing.

Author: Mahdi Khosravy

Publisher: Springer Nature

ISBN: 9789811521331

Category: Technology & Engineering

Page: 389

View: 583

This book addresses the frontier advances in the theory and application of nature-inspired optimization techniques, including solving the quadratic assignment problem, prediction in nature-inspired dynamic optimization, the lion algorithm and its applications, optimizing the operation scheduling of microgrids, PID controllers for two-legged robots, optimizing crane operating times, planning electrical energy distribution systems, automatic design and evaluation of classification pipelines, and optimizing wind-energy power generation plants. The book also presents a variety of nature-inspired methods and illustrates methods of adapting these to said applications. Nature-inspired computation, developed by mimicking natural phenomena, makes a significant contribution toward the solution of non-convex optimization problems that normal mathematical optimizers fail to solve. As such, a wide range of nature-inspired computing approaches has been used in multidisciplinary engineering applications. Written by researchers and developers from a variety of fields, this book presents the latest findings, novel techniques and pioneering applications.
Categories: Technology & Engineering

Modeling Analysis and Applications in Metaheuristic Computing Advancements and Trends

Modeling  Analysis  and Applications in Metaheuristic Computing  Advancements and Trends

Advancements and Trends Yin, Peng-Yeng. About. the. Contributors. Peng-Yeng
Yin received his BS, MS, and PhD degrees in computer science from National
Chiao Tung University ... His research interests include applied optimization ...

Author: Yin, Peng-Yeng

Publisher: IGI Global

ISBN: 9781466602717

Category: Computers

Page: 445

View: 529

"This book is a collection of the latest developments, models, and applications within the transdisciplinary fields related to metaheuristic computing, providing readers with insight into a wide range of topics such as genetic algorithms, differential evolution, and ant colony optimization"--Provided by publisher.
Categories: Computers

Handbook of Research on Advancements of Swarm Intelligence Algorithms for Solving Real World Problems

Handbook of Research on Advancements of Swarm Intelligence Algorithms for Solving Real World Problems

This book is ideally designed for IT specialists, researchers, academicians, engineers, developers, practitioners, and students seeking current research on the real-world applications of intelligent algorithms.

Author: Cheng, Shi

Publisher: IGI Global

ISBN: 9781799832249

Category: Computers

Page: 482

View: 420

The use of optimization algorithms has seen an emergence in various professional fields due to its ability to process data and information in an efficient and productive manner. Combining computational intelligence with these algorithms has created a trending subject of research on how much more beneficial intelligent-inspired algorithms can be within companies and organizations. As modern theories and applications are continually being developed in this area, professionals are in need of current research on how intelligent algorithms are advancing in the real world. TheHandbook of Research on Advancements of Swarm Intelligence Algorithms for Solving Real-World Problems is a pivotal reference source that provides vital research on the development of swarm intelligence algorithms and their implementation into current issues. While highlighting topics such as multi-agent systems, bio-inspired computing, and evolutionary programming, this publication explores various concepts and theories of swarm intelligence and outlines future directions of development. This book is ideally designed for IT specialists, researchers, academicians, engineers, developers, practitioners, and students seeking current research on the real-world applications of intelligent algorithms.
Categories: Computers

Knowledge Based Intelligent System Advancements Systemic and Cybernetic Approaches

Knowledge Based Intelligent System Advancements  Systemic and Cybernetic Approaches

This book is useful for researchers, practitioners and students interested intelligent information retrieval and processing, machine learning and adaptation, knowledge discovery, applications of fuzzy based methods and neural networks.

Author: Jozefczyk, Jerzy

Publisher: IGI Global

ISBN: 9781616928131

Category: Computers

Page: 506

View: 737

Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches presents selected new AI–based ideas and methods for analysis and decision making in intelligent information systems derived using systemic and cybernetic approaches. This book is useful for researchers, practitioners and students interested intelligent information retrieval and processing, machine learning and adaptation, knowledge discovery, applications of fuzzy based methods and neural networks.
Categories: Computers

Research Advancements in Smart Technology Optimization and Renewable Energy

Research Advancements in Smart Technology  Optimization  and Renewable Energy

"This book explores the recent steps forward for smart applications in sustainability"--

Author: Pandian Vasant

Publisher: Engineering Science Reference

ISBN: 1799839702

Category: Artificial intelligence

Page: 330

View: 840

"This book explores the recent steps forward for smart applications in sustainability"--
Categories: Artificial intelligence

Technological Innovations in Knowledge Management and Decision Support

Technological Innovations in Knowledge Management and Decision Support

Featuring a broad range of topics such as enterprise resource planning, neural networks, and image segmentation, this book is a critical resource for managers, IT specialists, healthcare and social sciences professionals, engineers, ...

Author: Dey, Nilanjan

Publisher: IGI Global

ISBN: 9781522561651

Category: Computers

Page: 322

View: 557

Organizations are showing a remarkable interest in realizing knowledge management technologies and processes to adopt knowledge management as part of their overall strategy. However, even with the current advancement in technology, few organizations are entirely capable of developing critical organizational knowledge to achieve improved performance. Technological Innovations in Knowledge Management and Decision Support is a vital research publication that examines different knowledge management areas for organizational competitiveness, survival, and effectiveness. It also provides cutting-edge research techniques in related optimization methods and other automated techniques in real-world processes. Featuring a broad range of topics such as enterprise resource planning, neural networks, and image segmentation, this book is a critical resource for managers, IT specialists, healthcare and social sciences professionals, engineers, academicians, and researchers seeking research on effective knowledge management systems.
Categories: Computers

International Conference on Communication Computing and Electronics Systems

International Conference on Communication  Computing and Electronics Systems

This book includes high impact papers presented at the International Conference on Communication, Computing and Electronics Systems 2019, held at the PPG Institute of Technology, Coimbatore, India, on 15-16 November, 2019.

Author: V. Bindhu

Publisher: Springer Nature

ISBN: 9789811526121

Category: Technology & Engineering

Page: 757

View: 287

This book includes high impact papers presented at the International Conference on Communication, Computing and Electronics Systems 2019, held at the PPG Institute of Technology, Coimbatore, India, on 15-16 November, 2019. Discussing recent trends in cloud computing, mobile computing, and advancements of electronics systems, the book covers topics such as automation, VLSI, embedded systems, integrated device technology, satellite communication, optical communication, RF communication, microwave engineering, artificial intelligence, deep learning, pattern recognition, Internet of Things, precision models, bioinformatics, and healthcare informatics.
Categories: Technology & Engineering

Proceedings of the Fourteenth International Conference on Management Science and Engineering Management

Proceedings of the Fourteenth International Conference on Management Science and Engineering Management

This book gathers the proceedings of the 14th International Conference on Management Science and Engineering Management (ICMSEM 2020).

Author: Jiuping Xu

Publisher: Springer Nature

ISBN: 9783030498894

Category: Technology & Engineering

Page: 819

View: 468

This book gathers the proceedings of the 14th International Conference on Management Science and Engineering Management (ICMSEM 2020). Held at the Academy of Studies of Moldova from July 30 to August 2, 2020, the conference provided a platform for researchers and practitioners in the field to share their ideas and experiences. Covering a wide range of topics, including hot management issues in engineering science, the book presents novel ideas and the latest research advances in the area of management science and engineering management. It includes both theoretical and practical studies of management science applied in computing methodology, highlighting advanced management concepts, and computing technologies for decision-making problems involving large, uncertain and unstructured data. The book also describes the changes and challenges relating to decision-making procedures at the dawn of the big data era, and discusses new technologies for analysis, capture, search, sharing, storage, transfer and visualization, as well as advances in the integration of optimization, statistics and data mining. Given its scope, it will appeal to a wide readership, particularly those looking for new ideas and research directions.
Categories: Technology & Engineering

Data Mining Concepts Methodologies Tools and Applications

Data Mining  Concepts  Methodologies  Tools  and Applications

Data Mining: Concepts, Methodologies, Tools, and Applications is a comprehensive collection of research on the latest advancements and developments of data mining and how it fits into the current technological world.

Author: Management Association, Information Resources

Publisher: IGI Global

ISBN: 9781466624566

Category: Computers

Page: 2120

View: 552

Data mining continues to be an emerging interdisciplinary field that offers the ability to extract information from an existing data set and translate that knowledge for end-users into an understandable way. Data Mining: Concepts, Methodologies, Tools, and Applications is a comprehensive collection of research on the latest advancements and developments of data mining and how it fits into the current technological world.
Categories: Computers

Progress in Intelligent Computing Techniques Theory Practice and Applications

Progress in Intelligent Computing Techniques  Theory  Practice  and Applications

This book brings together academic scientists, professors, research scholars and students to share and disseminate information on knowledge and scientific research works related to computing, networking, and informatics to discuss the ...

Author: Pankaj Kumar Sa

Publisher: Springer

ISBN: 9789811033766

Category: Computers

Page: 568

View: 497

The book focuses on both theory and applications in the broad areas of communication technology, computer science and information security. This two volume book contains the Proceedings of 4th International Conference on Advanced Computing, Networking and Informatics. This book brings together academic scientists, professors, research scholars and students to share and disseminate information on knowledge and scientific research works related to computing, networking, and informatics to discuss the practical challenges encountered and the solutions adopted. The book also promotes translation of basic research into applied investigation and convert applied investigation into practice.
Categories: Computers

Proceedings of the Second International Afro European Conference for Industrial Advancement AECIA 2015

Proceedings of the Second International Afro European Conference for Industrial Advancement AECIA 2015

This volume contains papers presented at the 2nd International Afro-European Conference for Industrial Advancement -- AECIA 2015.

Author: Ajith Abraham

Publisher: Springer

ISBN: 9783319295046

Category: Computers

Page: 707

View: 833

This volume contains papers presented at the 2nd International Afro-European Conference for Industrial Advancement -- AECIA 2015. The conference aimed at bringing together the foremost experts and excellent young researchers from Africa, Europe and the rest of the world to disseminate the latest results from various fields of engineering, information, and communication technologies. The topics, discussed at the conference, covered a broad range of domains spanning from ICT and engineering to prediction, modeling, and analysis of complex systems. The 2015 edition of AECIA featured a distinguished special track on prediction, modeling and analysis of complex systems -- Nostradamus, and special sessions on Advances in Image Processing and Colorization and Data Processing, Protocols, and Applications in Wireless Sensor Networks.
Categories: Computers

Genetic and Evolutionary Computation Conference

Genetic and Evolutionary Computation Conference

... solutions when the NSGA-II algorithm was applied to two-objective 0/1
knapsack problems, two-objective flowshop scheduling problems, and fuzzy ...
ACKNOWLEDGMENTS The authors would like to thank Ms. Shiori Kaige for her
help with computational experiments. This work was partially supported by
Kayamori Foundation of Information Science Advancement, and Japan Society
for the Promotion of ... [9] Jaszkiewicz, A. Comparison of local search-based
metaheuristics on the ...

Author: Hans-Georg Beyer

Publisher: Association for Computing Machinery (ACM)

ISBN: CORNELL:31924102658865

Category: Genetic algorithms

Page: 2244

View: 191

Categories: Genetic algorithms

Genetic and Evolutionary Computation Conference

Genetic and Evolutionary Computation Conference

... NSGA-ll algorithm was applied to two-objective 0/ 1 knapsack mumob-lecnve
pelmutauon flowshop schedul"lg'IEEE problems, ... problems metaheuristics on
the multiple objective knapsack problem. with continuous decision variables (i.e.,
Min-EX, ... Proc. of 2003 Congress on Evolutionary 5_ ACKNQWLEDGMENTS
Computation (Canberra, Australia, December 8-12, ... Proc. of lst International
Advancement, and -|aPa" Seelel)' for the PT°m°ll°l1 of Selenee Conference on
Genetic ...

Author:

Publisher:

ISBN: UIUC:30112071085002

Category: Evolutionary computation

Page:

View: 587

Categories: Evolutionary computation

Data Mining Systems Analysis and Optimization in Biomedicine

Data Mining  Systems Analysis  and Optimization in Biomedicine

PREFACE Recent developments in biomedicine have put this relatively new field
among the leading research fields for the past ... are formed all around the world
integrating medical and biological sciences with engineering and computer
sciences . ... and optimization methods in classification , statistical analysis ,
approximation algorithms , and new metaheuristics . ... the National Science
Foundation and the US Air Force for their financial support , the Center for
Applied Optimization ...

Author: Onur Seref

Publisher: American Institute of Physics

ISBN: UCSD:31822036077527

Category: Computers

Page: 318

View: 416

Gainesville, FL, U.S.A. 28-30 March 2007
Categories: Computers

Dissertation Abstracts International

Dissertation Abstracts International

We then propose an enhanced DDQ algorithm that uses AI and meta - heuristic
principles to improve the DDQ accuracy . Computational experiments reveal that
the proposed model consistently outperforms conventional neural networkbased
DDQ . ... in this study The studied model could be applied to the production
setting of the parallel machine for assembly process ... complex due to ever
changing customer tastes and demands , legal requirements , technological
advancements .

Author:

Publisher:

ISBN: STANFORD:36105123430022

Category: Dissertations, Academic

Page:

View: 822

Categories: Dissertations, Academic

Mobile Ubiquitous and Intelligent Computing

Mobile  Ubiquitous  and Intelligent Computing

MUSIC 2013 will be the most comprehensive text focused on the various aspects of Mobile, Ubiquitous and Intelligent computing.

Author: James J. (Jong Hyuk) Park

Publisher: Springer Science & Business Media

ISBN: 9783642406751

Category: Technology & Engineering

Page: 651

View: 433

MUSIC 2013 will be the most comprehensive text focused on the various aspects of Mobile, Ubiquitous and Intelligent computing. MUSIC 2013 provides an opportunity for academic and industry professionals to discuss the latest issues and progress in the area of intelligent technologies in mobile and ubiquitous computing environment. MUSIC 2013 is the next edition of the 3rd International Conference on Mobile, Ubiquitous, and Intelligent Computing (MUSIC-12, Vancouver, Canada, 2012) which was the next event in a series of highly successful International Workshop on Multimedia, Communication and Convergence technologies MCC-11 (Crete, Greece, June 2011), MCC-10 (Cebu, Philippines, August 2010).
Categories: Technology & Engineering