BOOKS - Computational Intelligent Techniques in Mechatronics
Computational Intelligent Techniques in Mechatronics - Kolla Bhanu Prakash, Satish Kumar Peddapelli, Ivan C. K. Tam, Wai Lok Woo, Vishal Jain 2024 PDF Wiley-Scrivener BOOKS
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Computational Intelligent Techniques in Mechatronics
Author: Kolla Bhanu Prakash, Satish Kumar Peddapelli, Ivan C. K. Tam, Wai Lok Woo, Vishal Jain
Year: 2024
Pages: 532
Format: PDF
File size: 58.4 MB
Language: ENG



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Book Description: This book provides comprehensive coverage of computational intelligent techniques in mechatronics, including topics such as neural networks, fuzzy logic, genetic algorithms, and particle swarm optimization. It covers the principles and applications of these techniques in various fields such as robotics, automation, control systems, and computer vision. The book also discusses the challenges and limitations of these techniques and their future prospects. Long Description: The book "Computational Intelligent Techniques in Mechatronics" is an essential resource for anyone looking to gain a deeper understanding of the rapidly evolving field of mechatronics and its application in various industries. This book provides a comprehensive overview of the current state of computational intelligence techniques in mechatronics, including neural networks, fuzzy logic, genetic algorithms, and particle swarm optimization. It explores the principles and applications of these techniques in various fields such as robotics, automation, control systems, and computer vision. The book begins by introducing the concept of computational intelligence and its importance in modern technology. It highlights the need to study and understand the process of technological evolution and how it has shaped our world today. The author emphasizes the need for developing a personal paradigm for perceiving the technological process of developing modern knowledge as the basis for survival of humanity and the survival of unification of people in a warring state. The book then delves into the details of each technique, explaining their underlying principles, strengths, and weaknesses. It covers the history of each technique, its current state, and future prospects. The author also discusses the challenges and limitations of these techniques and how they can be overcome.
В этой книге представлен всесторонний обзор вычислительных интеллектуальных методов в мехатронике, включая такие темы, как нейронные сети, нечеткая логика, генетические алгоритмы и оптимизация роя частиц. Он охватывает принципы и применения этих методов в различных областях, таких как робототехника, автоматизация, системы управления и компьютерное зрение. В книге также обсуждаются проблемы и ограничения этих методов и их будущие перспективы. Long Description: Книга «Computational Intelligent Techniques in Mechatronics» является важным ресурсом для тех, кто хочет получить более глубокое понимание быстро развивающейся области мехатроники и её применения в различных отраслях. В этой книге представлен всесторонний обзор современного состояния методов вычислительного интеллекта в мехатронике, включая нейронные сети, нечеткую логику, генетические алгоритмы и оптимизацию роя частиц. В ней исследуются принципы и применения этих методик в различных областях, таких как робототехника, автоматизация, системы управления и компьютерное зрение. Книга начинается с введения понятия вычислительного интеллекта и его важности в современных технологиях. Он подчеркивает необходимость изучения и понимания процесса технологической эволюции и того, как он сформировал наш сегодняшний мир. Автор подчеркивает необходимость выработки личностной парадигмы восприятия технологического процесса развития современного знания как основы выживания человечества и выживания объединения людей в воюющем государстве. Затем книга углубляется в детали каждой техники, объясняя их основополагающие принципы, сильные и слабые стороны. Он охватывает историю каждой техники, ее текущее состояние и дальнейшие перспективы. Автор также обсуждает проблемы и ограничения этих методов и способы их преодоления.
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