Название: Applied Soft Computing Techniques: Theoretical Principles and Practical Applications
Автор: Samarjeet Borah, Ratna Raja Kumar Jambi, Sharifah Sakinah Syed Ahmad, Mahendra Prabhakar Deore
Издательство: CRC Press
Год: 2026
Страниц: 464
Язык: английский
Формат: epub (true)
Размер: 34.2 MB
Soft computing techniques have the ability to handle complex, uncertain, and imprecise information to create usable solutions to convoluted problems, or those just too time-consuming to solve with current hardware. This new book details the use and applications of soft computing technology in several fields, exploring the use of these techniques in biomedical applications, communication technologies, data analytics and applications, image processing and natural language processing. The chapters in the section on biomedical applications explore soft computing techniques for cancer data analysis, depression and mental health analysis, heart disease detection, etc. The editors go on to discuss soft computing in communication systems, looking at graphs, design processes, and mapping techniques, as well as the integration of IoT devices, drone technology, etc. The volume also details how soft computing methodologies can assist in tackling the obstacles associated with signal processing, network optimization, quality of service and beyond.