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Nature-Inspired Optimization Methodologies in Biomedical and Healthcare

2022-11-14 Technology & Engineering
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Release : 2022-11-14
Genre : Technology & Engineering
Kind : eBook
Book Rating : 441/5 ( reviews)

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Book Synopsis Nature-Inspired Optimization Methodologies in Biomedical and Healthcare by : Janmenjoy Nayak

Download or read book Nature-Inspired Optimization Methodologies in Biomedical and Healthcare written by Janmenjoy Nayak. This book was released on 2022-11-14. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces a variety of well-proven and newly developed nature-inspired optimization algorithms solving a wide range of real-life biomedical and healthcare problems. Few solo and hybrid approaches are demonstrated in a lucid manner for the effective integration and finding solution for a large-scale complex healthcare problem. In the present bigdata-based computing scenario, nature-inspired optimization techniques present adaptive mechanisms that permit the understanding of complex data and altering environments. This book is a voluminous collection for the confront faced by the healthcare institutions and hospitals for practical analysis, storage, and data analysis. It explores the distinct nature-inspired optimization-based approaches that are able to handle more accurate outcomes for the current biomedical and healthcare problems. In addition to providing a state-of-the-art and advanced intelligent methods, it also enlightens an insight for solving diversified healthcare problems such as cancer and diabetes.

Design and Applications of Nature Inspired Optimization

2023-01-02 Technology & Engineering
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Release : 2023-01-02
Genre : Technology & Engineering
Kind : eBook
Book Rating : 293/5 ( reviews)

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Book Synopsis Design and Applications of Nature Inspired Optimization by : Dipti Singh

Download or read book Design and Applications of Nature Inspired Optimization written by Dipti Singh. This book was released on 2023-01-02. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a detailed information of various real-life applications from various fields using nature inspired optimization techniques. These techniques are proven to be efficient and robust in many difficult problems in literature. The authors provide detailed information about real-life problems and how various nature inspired optimizations are applied to solve these problems. The authors discuss techniques such as Biogeography Based Optimization, Glow Swarm Optimization, Elephant herd Optimization Algorithm, Cuckoo Search Algorithm, Ant Colony Optimization, and Grey Wolf Optimization etc. These algorithms are applied to a wide range of problems from the field of engineering, finance, medicinal etc. As an important part of the Women in Science and Engineering book series, the work highlights the contribution of women leaders in nature inspired optimization, inspiring women and men, girls and boys to enter and apply themselves to the field.

Nature-Inspired Intelligent Techniques for Solving Biomedical Engineering Problems

2017-12-22 Technology & Engineering
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Release : 2017-12-22
Genre : Technology & Engineering
Kind : eBook
Book Rating : 693/5 ( reviews)

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Book Synopsis Nature-Inspired Intelligent Techniques for Solving Biomedical Engineering Problems by : Utku Kose

Download or read book Nature-Inspired Intelligent Techniques for Solving Biomedical Engineering Problems written by Utku Kose. This book was released on 2017-12-22. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a general view on applications of nature-inspired techniques (artificial intelligence) in biomedical engineering problems, discusses the potentials of the artificial intelligence field from this perspective, and finally improves awareness on the power of artificial intelligence and nature-inspired techniques on ensuring effective and efficient solutions for encountered biomedical engineering based problems"--Provided by publisher.

Nature Inspired Optimization of Large Problems

2016
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Release : 2016
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Nature Inspired Optimization of Large Problems by : Ran Cheng

Download or read book Nature Inspired Optimization of Large Problems written by Ran Cheng. This book was released on 2016. Available in PDF, EPUB and Kindle. Book excerpt:

Applications of Intelligent Optimization in Biology and Medicine

2016-10-15 Technology & Engineering
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Release : 2016-10-15
Genre : Technology & Engineering
Kind : eBook
Book Rating : 696/5 ( reviews)

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Book Synopsis Applications of Intelligent Optimization in Biology and Medicine by : Aboul-Ella Hassanien

Download or read book Applications of Intelligent Optimization in Biology and Medicine written by Aboul-Ella Hassanien. This book was released on 2016-10-15. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides updated, in-depth material on the application of intelligent optimization in biology and medicine. The aim of the book is to present solutions to the challenges and problems facing biology and medicine applications. This Volume comprises of 13 chapters, including an overview chapter, providing an up-to-date and state-of-the research on the application of intelligent optimization for bioinformatics applications, DNA based Steganography, a modified Particle Swarm Optimization Algorithm for Solving Capacitated Maximal Covering Location Problem in Healthcare Systems, Optimization Methods for Medical Image Super Resolution Reconstruction and breast cancer classification. Moreover, some chapters that describe several bio-inspired approaches in MEDLINE Text Mining, DNA-Binding Proteins and Classes, Optimized Tumor Breast Cancer Classification using Combining Random Subspace and Static Classifiers Selection Paradigms, and Dental Image Registration. The book will be a useful compendium for a broad range of readers—from students of undergraduate to postgraduate levels and also for researchers, professionals, etc.—who wish to enrich their knowledge on Intelligent Optimization in Biology and Medicine and applications with one single book.

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