Advances In Harmony Search Soft Computing And Applications

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Advances in Harmony Search, Soft Computing and Applications

Author : Joong Hoon Kim
Publisher : Springer Nature
ISBN 13 : 3030319679
Total Pages : 254 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Advances in Harmony Search, Soft Computing and Applications by : Joong Hoon Kim

Download or read book Advances in Harmony Search, Soft Computing and Applications written by Joong Hoon Kim and published by Springer Nature. This book was released on 2019-09-20 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses various aspects of real-world applications of optimization algorithms, presenting insights from the 5th International Conference on Harmony Search, Soft Computing and Applications, held at Kunming, China on July 20–22, 2019. The book focuses on the recent advances in soft computing techniques such as harmony search, PSO and DE and their application to solve engineering problems. Presenting research on various real-world engineering problems concerning crowd evacuation strategies, adaptive learning systems, economic impact analysis, cyber-attack detection, urban drainage systems, water management models, feature selection and inventory systems, it is a valuable resource for researchers wanting a state-of-the-art overview of the latest advances in soft computing and related areas.

Harmony Search Algorithm

Author : Joong Hoon Kim
Publisher : Springer
ISBN 13 : 3662479265
Total Pages : 470 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Harmony Search Algorithm by : Joong Hoon Kim

Download or read book Harmony Search Algorithm written by Joong Hoon Kim and published by Springer. This book was released on 2015-08-08 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Harmony Search Algorithm (HSA) is one of the most well-known techniques in the field of soft computing, an important paradigm in the science and engineering community. This volume, the proceedings of the 2nd International Conference on Harmony Search Algorithm 2015 (ICHSA 2015), brings together contributions describing the latest developments in the field of soft computing with a special focus on HSA techniques. It includes coverage of new methods that have potentially immense application in various fields. Contributed articles cover aspects of the following topics related to the Harmony Search Algorithm: analytical studies; improved, hybrid and multi-objective variants; parameter tuning; and large-scale applications. The book also contains papers discussing recent advances on the following topics: genetic algorithms; evolutionary strategies; the firefly algorithm and cuckoo search; particle swarm optimization and ant colony optimization; simulated annealing; and local search techniques. This book offers a valuable snapshot of the current status of the Harmony Search Algorithm and related techniques, and will be a useful reference for practising researchers and advanced students in computer science and engineering.

Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications

Author : Sinan Melih Nigdeli
Publisher : Springer Nature
ISBN 13 : 9811586039
Total Pages : 438 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications by : Sinan Melih Nigdeli

Download or read book Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications written by Sinan Melih Nigdeli and published by Springer Nature. This book was released on 2020-11-16 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Sixth International Conference on Harmony Search, Soft Computing and Applications held at Istanbul University, Turkey, in July 2020. Harmony Search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong Woo Geem, that mimics the improvisation process of jazz musicians to seek the best harmony. The book consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.

Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications

Author : Sinan Melih Nigdeli
Publisher : Springer
ISBN 13 : 9789811586026
Total Pages : 438 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications by : Sinan Melih Nigdeli

Download or read book Proceedings of 6th International Conference on Harmony Search, Soft Computing and Applications written by Sinan Melih Nigdeli and published by Springer. This book was released on 2020-11-17 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Sixth International Conference on Harmony Search, Soft Computing and Applications held at Istanbul University, Turkey, in July 2020. Harmony Search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong Woo Geem, that mimics the improvisation process of jazz musicians to seek the best harmony. The book consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.

Advances in Soft Computing and Its Applications

Author : Félix Castro
Publisher : Springer
ISBN 13 : 364245111X
Total Pages : 556 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Advances in Soft Computing and Its Applications by : Félix Castro

Download or read book Advances in Soft Computing and Its Applications written by Félix Castro and published by Springer. This book was released on 2013-11-18 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 8265 and LNAI 8266 constitutes the proceedings of the 12th Mexican International Conference on Artificial Intelligence, MICAI 2013, held in Mexico City, Mexico, in November 2013. The total of 85 papers presented in these proceedings were carefully reviewed and selected from 284 submissions. The first volume deals with advances in artificial intelligence and its applications and is structured in the following five sections: logic and reasoning; knowledge-based systems and multi-agent systems; natural language processing; machine translation and bioinformatics and medical applications. The second volume deals with advances in soft computing and its applications and is structured in the following eight sections: evolutionary and nature-inspired metaheuristic algorithms; neural networks and hybrid intelligent systems; fuzzy systems; machine learning and pattern recognition; data mining; computer vision and image processing; robotics, planning and scheduling and emotion detection, sentiment analysis and opinion mining.

Harmony Search and Nature Inspired Optimization Algorithms

Author : Neha Yadav
Publisher : Springer
ISBN 13 : 981130761X
Total Pages : 1238 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Harmony Search and Nature Inspired Optimization Algorithms by : Neha Yadav

Download or read book Harmony Search and Nature Inspired Optimization Algorithms written by Neha Yadav and published by Springer. This book was released on 2018-08-23 with total page 1238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Fourth International Conference on Harmony Search, Soft Computing and Applications held at BML Munjal University, Gurgaon, India on February 7–9, 2018. It consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.

Advances in Nature-Inspired Computing and Applications

Author : Shishir Kumar Shandilya
Publisher : Springer
ISBN 13 : 3319964518
Total Pages : 349 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Advances in Nature-Inspired Computing and Applications by : Shishir Kumar Shandilya

Download or read book Advances in Nature-Inspired Computing and Applications written by Shishir Kumar Shandilya and published by Springer. This book was released on 2018-08-29 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Soft Computing in Industrial Applications

Author : X.Z. Gao
Publisher : Springer Science & Business Media
ISBN 13 : 364211282X
Total Pages : 300 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Soft Computing in Industrial Applications by : X.Z. Gao

Download or read book Soft Computing in Industrial Applications written by X.Z. Gao and published by Springer Science & Business Media. This book was released on 2010-09-07 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 14th onlineWorld Conference on Soft Computing in Industrial Applications provides a unique opportunity for soft computing researchers and practitioners to publish high quality papers and discuss research issues in detail without incurring a huge cost. The conference has established itself as a truly global event on the Internet. The quality of the conference has improved over the years. The WSC14 conference has covered new trends in soft computing to state of the art applications. The conference has also added new features such as community tools, syndication, and multimedia online presentations.

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications

Author : Joong Hoon Kim
Publisher : Springer Nature
ISBN 13 : 9811929483
Total Pages : 509 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications by : Joong Hoon Kim

Download or read book Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications written by Joong Hoon Kim and published by Springer Nature. This book was released on 2022-09-01 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Seventh International Conference on Harmony Search, Soft Computing and Applications held at Virtual Conference, Seoul, South Korea, in February 2022. Harmony search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong Woo Geem, that mimics the improvisation process of jazz musicians to seek the best harmony. The book consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.

Modeling, Analysis, and Applications in Metaheuristic Computing: Advancements and Trends

Author : Yin, Peng-Yeng
Publisher : IGI Global
ISBN 13 : 1466602716
Total Pages : 446 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Modeling, Analysis, and Applications in Metaheuristic Computing: Advancements and Trends by : Yin, Peng-Yeng

Download or read book Modeling, Analysis, and Applications in Metaheuristic Computing: Advancements and Trends written by Yin, Peng-Yeng and published by IGI Global. This book was released on 2012-03-31 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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.

Advances in Computing, Control and Communication Technology

Author : R.R. Tewari
Publisher : Allied Publishers
ISBN 13 : 9385926209
Total Pages : 312 pages
Book Rating : 4.3/5 (859 download)

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Book Synopsis Advances in Computing, Control and Communication Technology by : R.R. Tewari

Download or read book Advances in Computing, Control and Communication Technology written by R.R. Tewari and published by Allied Publishers. This book was released on 2016-07-20 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains proceedings of the International Conference on Advances in Computing, Control and Communication Technology (IAC3T) organized by Centre for Computer Education, Institute of Professional Studies, University of Allahabad during March 25-27, 2016 at Allahabad. A total of 138 full papers were submitted to the conference, out of which about 40 papers were accepted and finally 35 papers were presented during the conference. This book contains these papers. The conference was a major multidisciplinary conference organized with the objective to expose the participants to the emerging trends in the area of computing, control and communication technology. The conference intended to serve as a major international forum for the exchange of ideas and to provide an interactive platform to the students (budding engineers), engineers, researchers and academicians to exchange their innovative ideas and experiences in the area of advancements in computing, control and communication technology.

Advances in Structural Engineering—Optimization

Author : Sinan Melih Nigdeli
Publisher : Springer Nature
ISBN 13 : 303061848X
Total Pages : 310 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Advances in Structural Engineering—Optimization by : Sinan Melih Nigdeli

Download or read book Advances in Structural Engineering—Optimization written by Sinan Melih Nigdeli and published by Springer Nature. This book was released on 2020-12-04 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an up-to-date source for computation applications of optimization, prediction via artificial intelligence methods, and evaluation of metaheuristic algorithm with different structural applications. As the current interest of researcher, metaheuristic algorithms are a high interest topic area since advance and non-optimized problems via mathematical methods are challenged by the development of advance and modified algorithms. The artificial intelligence (AI) area is also important in predicting optimum results by skipping long iterative optimization processes. The machine learning used in generation of AI models also needs optimum results of metaheuristic-based approaches. This book is a great source to researcher, graduate students, and bachelor students who gain project about structural optimization. Differently from the academic use, the chapter that emphasizes different scopes and methods can take the interest and help engineer working in design and production of structural engineering projects.

Soft Computing

Author : Pradip Debnath
Publisher : CRC Press
ISBN 13 : 1000830845
Total Pages : 247 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Soft Computing by : Pradip Debnath

Download or read book Soft Computing written by Pradip Debnath and published by CRC Press. This book was released on 2023-02-28 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores soft computing techniques in a systematic manner starting from their initial stage to recent developments in this area. The book presents a survey of the existing knowledge and the current state-of-the-art development through cutting-edge original new contributions from the researchers. Soft Computing: Recent Advances and Applications in Engineering and Mathematical Sciences presents a survey of the existing knowledge and the current state-of-the-art development through cutting-edge original new contributions from the researchers. As suggested by the title, this book particularly focuses on the recent advances and applications of soft computing techniques in engineering and mathematical sciences. Chapter 1 describes the contribution of soft computing techniques towards a new paradigm shift. The subsequent chapters present a systematic application of fuzzy logic in mathematical sciences and decision-making. New research directions are also provided at the end of each chapter. The application of soft computing in health sciences and in the modeling of epidemics including the effects of vaccination are also examined. Sustainability of green product development, optimum design of 3D steel frame, digitalization investment analysis in the maritime industry, forecasting return rates of individual pension funds are among some of the topics where engineering and industrial applications of soft computing have been studied in the book. The readers of this book will require minimum prerequisites of undergraduate studies in computation and mathematics. This book is meant for graduate students, faculty, and researchers who are applying soft computing in engineering and mathematics. New research directions are also provided at the end of each chapter.

Recent Advances of Hybrid Intelligent Systems Based on Soft Computing

Author : Patricia Melin
Publisher : Springer Nature
ISBN 13 : 3030587282
Total Pages : 341 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Recent Advances of Hybrid Intelligent Systems Based on Soft Computing by : Patricia Melin

Download or read book Recent Advances of Hybrid Intelligent Systems Based on Soft Computing written by Patricia Melin and published by Springer Nature. This book was released on 2020-11-06 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes recent advances on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There are also some papers that present theory and practice of meta-heuristics in different areas of application. Another group of papers describes diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical applications. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition problems.

Advances in Soft Computing

Author : Ildar Batyrshin
Publisher : Springer
ISBN 13 : 3030044912
Total Pages : 454 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Advances in Soft Computing by : Ildar Batyrshin

Download or read book Advances in Soft Computing written by Ildar Batyrshin and published by Springer. This book was released on 2019-01-02 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 11288 and 11289 constitutes the proceedings of the 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, held in Guadalajara, Mexico, in October 2018. The total of 62 papers presented in these two volumes was carefully reviewed and selected from 149 submissions. The contributions are organized in topical as follows: Part I: evolutionary and nature-inspired intelligence; machine learning; fuzzy logic and uncertainty management. Part II: knowledge representation, reasoning, and optimization; natural language processing; and robotics and computer vision.

Nature-Inspired Computing

Author : Nazmul H. Siddique
Publisher : CRC Press
ISBN 13 : 1351644912
Total Pages : 616 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Nature-Inspired Computing by : Nazmul H. Siddique

Download or read book Nature-Inspired Computing written by Nazmul H. Siddique and published by CRC Press. This book was released on 2017-05-19 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advanced Techniques for IoT Applications

Author : Jyotsna Kumar Mandal
Publisher : Springer Nature
ISBN 13 : 9811644357
Total Pages : 626 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Advanced Techniques for IoT Applications by : Jyotsna Kumar Mandal

Download or read book Advanced Techniques for IoT Applications written by Jyotsna Kumar Mandal and published by Springer Nature. This book was released on 2021-08-02 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original, unpublished contributions presented at the Sixth International Conference on Emerging Applications of Information Technology (EAIT 2020), held at the University of Kalyani, Kalyani, West Bengal, India, on November 2020. The book covers the topics such as image processing, computer vision, pattern recognition, machine learning, data mining, big data and analytics, information security and privacy, wireless and sensor networks, and IoT. It will also include IoT application-related papers in pattern recognition, artificial intelligence, expert systems, natural language understanding, image processing, computer vision, applications in biomedical engineering, artificial neural networks, fuzzy logic, evolutionary optimization, data mining, Web intelligence, intelligent agent technology, virtual reality, and visualization.