Computational Intelligence (CI) is the theory, design, application and development of biologically and linguistically motivated computational paradigms.
The book titled as "Open AI and Computational Intelligence: The next generation of intelligent machines for Society 5.0" is concerned with the creation of intelligent machines that are capable of carrying out difficult activities and solving issues of society.
The terms "Open AI and Computationa
l Intelligence" refer to a machine's capacity for functions like perception, reasoning, learning, and decision-making that ordinarily need human intelligence. Creating algorithms and models that enable machines to learn from data and experience is the focus of the branch of artificial intelligence known as computational intelligence. The use of open-source software and tools in the development of artificial intelligence systems, allows for greater collaboration and innovation in the field. Computational Intelligence being a subfield of artificial intelligence focuses on the development of algorithms and models that can simulate human intelligence, such as neural networks and fuzzy logic systems.The phrase "Society 5.0" describes a future society in which people and technology live in harmony and where technology is used to improve quality of life and address societal challenges. This book seeks to depict intelligent systems that can collaborate with people to increase our capacity for problem-solving and elevate our standard of living. This is consistent with the idea of "Society 5.0," a hypothetical future civilization that emphasizes the fusion of cutting-edge social systems with technological infrastructure in order to achieve sustainable development and prosperity.
This book will intend to discuss the research work to build a more sustainable and affluent society by advancing the development of intelligent machines through the application of advanced computational intelligence techniques and open-source software. Deep learning and reinforcement learning along with other learning methods in particular are expected to experience tremendous growth since they hold great potential for creating highly developed AI systems that can learn and adapt on their own. This book will try to present the future trends (in terms of research and innovations) of OpenAI and computational intelligence, and the benefits in the years to come for society.
Impact and value: IoT, IIoT and IoMT have become an integral component to address the needs of various aspects in today’s society, however these devices without intelligence will limit the benefits that they provide. The Integration of Intelligence for societal needs can span from medical, education and beyond. The proposed volume can thus be projected as a handbook on various aspects of Open AI and Computational Intelligence (CI) that shall render intelligence to machines for society 5.0.
The attached/appended TOC (but not limited) aims to envisage the concepts, technology and frameworks in the given scope of the volume.
• Terms "Open AI and Computational Intelligence" refer to a machine's capacity for functions like perception, reasoning, learning, and decision-making that ordinarily need human intelligence is hugely influencing human life and has become very significant.
• "Society 5.0" describes a future society in which people and technology live in harmony and where technology is used to improve quality of life and address societal challenges.
• The book will thus integrate various disruptive technologies and frameworks that can render intelligence to devices and support society 5.0 positively.
The primary audience The target audience will be Scientists/Design engineers/System Integrators/researchers in the field of IOT, Bigdata, AI/ML, Physical layer architects, cloud architects, city planners and the government agencies, besides that post graduate students like – M.Tech., MSc in computer science, M.Phil. will use this book for their research activities. The Book may be proposed as reference title in the academic institutions where similar course are conducted.
Secondary Audience:
• University libraries. (Curriculum adoption)
• Students: PG and UG (as text books of AI/ML domains)
• Researchers (problem statement for future research)
• Academicians.
Start UP/Industry/Entrepreneurs, (reference manuals).