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Advancements In Applied Metaheuristic Computing


Advancements In Applied Metaheuristic Computing
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Advancements In Applied Metaheuristic Computing


Advancements In Applied Metaheuristic Computing
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Author : Dey, Nilanjan
language : en
Publisher: IGI Global
Release Date : 2017-11-30

Advancements In Applied Metaheuristic Computing written by Dey, Nilanjan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-30 with Computers categories.


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.



Modeling Analysis And Applications In Metaheuristic Computing Advancements And Trends


Modeling Analysis And Applications In Metaheuristic Computing Advancements And Trends
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Author : Yin, Peng-Yeng
language : en
Publisher: IGI Global
Release Date : 2012-03-31

Modeling Analysis And Applications In Metaheuristic Computing Advancements And Trends written by Yin, Peng-Yeng and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-31 with Computers categories.


"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 Smart Communication Technology And Information Processing


Advances In Smart Communication Technology And Information Processing
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Author : Soumen Banerjee
language : en
Publisher: Springer Nature
Release Date : 2021-02-15

Advances In Smart Communication Technology And Information Processing written by Soumen Banerjee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-15 with Technology & Engineering categories.


This book is a collection of best selected research papers presented at the 6th International Conference on Opto-Electronics and Applied Optics (OPTRONIX 2020) organized by the University of Engineering & Management, Kolkata, India, in June 2020. The primary focus is to address issues and developments in optoelectronics with particular emphasis on communication technology, IoT and intelligent systems, information processing and its different kinds. The theme of the book is in alignment with the theme of the conference “Advances in Smart Communication Technology and Information Processing.” The purpose of this book is to inform the scientists and researchers of this field in India and abroad about the latest developments in the relevant field and to raise awareness among the academic fraternity to get them involved in different activities in the years ahead – an effort to realize knowledge-based society.



Nature Inspired Methods For Smart Healthcare Systems And Medical Data


Nature Inspired Methods For Smart Healthcare Systems And Medical Data
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Author : Ahmed M. Anter
language : en
Publisher: Springer Nature
Release Date : 2023-12-01

Nature Inspired Methods For Smart Healthcare Systems And Medical Data written by Ahmed M. Anter and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-01 with Medical categories.


This book aims to gather high-quality research papers on developing theories, frameworks, architectures, and algorithms for solving complex challenges in smart healthcare applications for real industry use. It explores the recent theoretical and practical applications of metaheuristics and optimization in various smart healthcare contexts. The book also discusses the capability of optimization techniques to obtain optimal parameters in ML and DL technologies. It provides an open platform for academics and engineers to share their unique ideas and investigate the potential convergence of existing systems and advanced metaheuristic algorithms. The book's outcome will enable decision-makers and practitioners to select suitable optimization approaches for scheduling patients in crowded environments with minimized human errors. The healthcare system aims to improve the lives of disabled, elderly, sick individuals, and children. IoT-based systems simplify decision-making and task automation, offering an automated foundation. Nature-inspired metaheuristics and mining algorithms are crucial for healthcare applications, reducing costs, increasing efficiency, enabling accurate data analysis, and enhancing patient care. Metaheuristics improve algorithm performance and address challenges in data mining and ML, making them essential in healthcare research. Real-time IoT-based healthcare systems can be modeled using an IoT-based metaheuristic approach to generate optimal solutions. Metaheuristics are powerful technologies for optimization problems in healthcare systems. They balance exact methods, which guarantee optimal solutions but require significant computational resources, with fast but low-quality greedy methods. Metaheuristic algorithms find better solutions while minimizing computational time. The scientific community is increasingly interested in metaheuristics, incorporating techniques from AI, operations research, and soft computing. New metaheuristicsoffer efficient ways to address optimization problems and tackle unsolved challenges. They can be parameterized to control performance and adjust the trade-off between solution quality and resource utilization. Metaheuristics manage the trade-off between performance and solution quality, making them highly applicable to real-time applications with pragmatic objectives.



Frontier Applications Of Nature Inspired Computation


Frontier Applications Of Nature Inspired Computation
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Author : Mahdi Khosravy
language : en
Publisher: Springer Nature
Release Date : 2020-03-11

Frontier Applications Of Nature Inspired Computation written by Mahdi Khosravy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-11 with Technology & Engineering categories.


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.



Therapeutic And Pharmacological Applications Of Ethnobotany


Therapeutic And Pharmacological Applications Of Ethnobotany
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Author : Musaddiq, Sara
language : en
Publisher: IGI Global
Release Date : 2024-04-22

Therapeutic And Pharmacological Applications Of Ethnobotany written by Musaddiq, Sara and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-22 with Medical categories.


In the intricate tapestry of nature, the potential of kitchen spice seeds remains largely untapped, despite their rich history as sources of natural compounds with diverse benefits. The scientific community faces a challenge in fully comprehending and harnessing the phytochemical, ethnobotanical, and pharmacological dimensions of these seeds, which hold promise in medicine but play pivotal roles in cultural, historical, and culinary spheres. Therapeutic and Pharmacological Applications of Ethnobotany is an all-encompassing compendium meticulously crafted to bridge these knowledge gaps. By presenting a synthesis of phytochemical analysis, ethnobotanical insights, pharmacological studies, botanical descriptions, industrial and culinary applications, biogenic synthesis, and innovative uses, this book provides a holistic exploration of kitchen spice seeds. Tailored for researchers, scientists, botanists, pharmacologists, ethnobotanists, and culinary experts, it serves as a beacon guiding readers through the scientific intricacies and cultural significances of these seeds, unlocking a wealth of knowledge that transcends disciplinary boundaries.



Applications Of Cuckoo Search Algorithm And Its Variants


Applications Of Cuckoo Search Algorithm And Its Variants
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Author : Nilanjan Dey
language : en
Publisher: Springer Nature
Release Date : 2020-06-23

Applications Of Cuckoo Search Algorithm And Its Variants written by Nilanjan Dey and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-23 with Technology & Engineering categories.


This book highlights the basic concepts of the CS algorithm and its variants, and their use in solving diverse optimization problems in medical and engineering applications. Evolutionary-based meta-heuristic approaches are increasingly being applied to solve complicated optimization problems in several real-world applications. One of the most successful optimization algorithms is the Cuckoo search (CS), which has become an active research area to solve N-dimensional and linear/nonlinear optimization problems using simple mathematical processes. CS has attracted the attention of various researchers, resulting in the emergence of numerous variants of the basic CS with enhanced performance since 2019.



Computational Methods And Algorithms For Medicine And Optimized Clinical Practice


Computational Methods And Algorithms For Medicine And Optimized Clinical Practice
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Author : Chui, Kwok Tai
language : en
Publisher: IGI Global
Release Date : 2019-03-22

Computational Methods And Algorithms For Medicine And Optimized Clinical Practice written by Chui, Kwok Tai and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-22 with Medical categories.


As the healthcare industry continues to expand, it must utilize technology to ensure efficiencies are maintained. Healthcare needs to move in a direction where computational methods and algorithms can relieve the routine work of medical doctors, leaving them more time to carry out more important and skilled tasks such as surgery. Computational Methods and Algorithms for Medicine and Optimized Clinical Practice discusses some of the most interesting aspects of theoretical and applied research covering complementary facets of computational methods and algorithms to achieve greater efficiency and support medical personnel. Featuring research on topics such as healthcare reform, artificial intelligence, and disease detection, this book will particularly appeal to medical professionals and practitioners, hospitals, administrators, students, researchers, and academicians.



A Beginner S Guide To Image Preprocessing Techniques


A Beginner S Guide To Image Preprocessing Techniques
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Author : Jyotismita Chaki
language : en
Publisher: CRC Press
Release Date : 2018-10-25

A Beginner S Guide To Image Preprocessing Techniques written by Jyotismita Chaki and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-25 with Computers categories.


For optimal computer vision outcomes, attention to image pre-processing is required so that one can improve image features by eliminating unwanted falsification. This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image. Effective use of image pre-processing can offer advantages and resolve complications that finally results in improved detection of local and global features. Different approaches for image enrichments and improvements are conferred in this book that will affect the feature analysis depending on how the procedures are employed. Key Features Describes the methods used to prepare images for further analysis which includes noise removal, enhancement, segmentation, local, and global feature description Includes image data pre-processing for neural networks and deep learning Covers geometric, pixel brightness, filtering, mathematical morphology transformation, and segmentation pre-processing techniques Illustrates a combination of basic and advanced pre-processing techniques essential to computer vision pipeline Details complications to resolve using image pre-processing



Epidemiological Research Applications For Public Health Measurement And Intervention


Epidemiological Research Applications For Public Health Measurement And Intervention
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Author : Taukeni, Simon George
language : en
Publisher: IGI Global
Release Date : 2021-01-22

Epidemiological Research Applications For Public Health Measurement And Intervention written by Taukeni, Simon George and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-22 with Medical categories.


Different levels in health sciences, in particular public health, have acknowledged the significant role of epidemiology methods for early detection of emerging infections, alert systems, and preparedness interventions. Therefore, it is important to understand how epidemiological research is conducted and how it can be used at various levels to make exposure or incidence data on a general population available. In this, epidemiological research connected to both human and technology interactions is of primary importance. Epidemiological Research Applications for Public Health Measurement and Intervention provides relevant theoretical frameworks and the latest empirical research findings in the field of epidemiology. The chapters within this essential reference source enhance the knowledge of epidemiological research and measurement to investigate, detect, and monitor emerging pathological infections. While highlighting topics that include the history of epidemiology; the applications of epidemiology; and also the uses, principles, and roles of epidemiology, this book is ideally intended for professionals and researchers working in the field of health sciences in various disciplines and government officials, policymakers, practitioners, stakeholders, researchers, academicians, and students who are interested in epidemiological research and measurement for increasing the effectiveness of public health practice.