Millie Pant; Tarun K. Sharma; Sebasti?n Basterrech Computational Network Application Tools for Performance Management 9789813295841

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Автор: Millie Pant; Tarun K. Sharma; Sebasti?n Basterrech
Название: Computational Network Application Tools for Performance Management
ISBN: 9789813295841
Издательство: Springer
Классификация:

Бизнес и окружающая среда, природохранные подходы к торгово-промышленной деятельности

Управление проектом

Иммунология

Компьютерные сети и коммуникации

Анализ и синтез систем

Искусственный интеллект

ISBN-10: 9813295848
Обложка/Формат: Hardcover
Страницы: 267
Вес: 0.59 кг.
Дата издания: 2020
Серия: Asset Analytics
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 88 illustrations, color; 36 illustrations, black and white; xii, 267 p. 124 illus., 88 illus. in color.
Размер: 234 x 156 x 18
Читательская аудитория: Professional & vocational
Основная тема: Business and Management
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book explores a range of important theoretical and practical issues in the field of computational network application tools, while also presenting the latest advances and innovations using intelligent technology approaches. The main focus is on detecting and diagnosing complex application performance problems so that an optimal and expected level of system service can be attained and maintained. The book discusses challenging issues like enhancing system efficiency, performance, and assurance management, and blends the concept of system modeling and optimization techniques with soft computing, neural network, and sensor network approaches. In addition, it presents certain metrics and measurements that can be translated into business value. These metrics and measurements can also help to establish an empirical performance baseline for various applications, which can be used to identify changes in system performance. By presenting various intelligent technologies, the book provides readers with compact but insightful information on several broad and rapidly growing areas in the computation network application domain.The book’s twenty-two chapters examine and address current and future research topics in areas like neural networks, soft computing, nature-inspired computing, fuzzy logic and evolutionary computation, machine learning, smart security, and wireless networking, and cover a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications. The book was written to serve a broad readership, including engineers, computer scientists, management professionals, and mathematicians interested in studying tools and techniques for computational intelligence and applications for performance analysis. Featuring theoretical concepts and best practices in computational network applications, it will also be helpful for researchers, graduate and undergraduate students with an interest in the fields of soft computing, neural networks, machine learning, sensor networks, smart security, etc.
Дополнительное описание:

?Performance Enhanced Hybrid Memetic Framework for Effective Coverage Based Test Case Optimization.- An Optimization Procedure for Quadratic Fractional Transportation Problem.- A Nature Inspired PID like Fuzzy Knowledge Based Fractional Order Control

Computational Network Application Tools for Performance Management, Millie Pant; Tarun K. Sharma; Sebasti?n Basterrech