Artificial Intelligence Techniques for Rational Decision Making is popular PDF and ePub book, written by Tshilidzi Marwala in 2014-10-20, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Artificial Intelligence Techniques for Rational Decision Making can be Read Online from any device for your convenience.
Artificial Intelligence Techniques for Rational Decision Making Book PDF Summary
Develops insights into solving complex problems in engineering, biomedical sciences, social science and economics based on artificial intelligence. Some of the problems studied are in interstate conflict, credit scoring, breast cancer diagnosis, condition monitoring, wine testing, image processing and optical character recognition. The author discusses and applies the concept of flexibly-bounded rationality which prescribes that the bounds in Nobel Laureate Herbert Simon’s bounded rationality theory are flexible due to advanced signal processing techniques, Moore’s Law and artificial intelligence. Artificial Intelligence Techniques for Rational Decision Making examines and defines the concepts of causal and correlation machines and applies the transmission theory of causality as a defining factor that distinguishes causality from correlation. It develops the theory of rational counterfactuals which are defined as counterfactuals that are intended to maximize the attainment of a particular goal within the context of a bounded rational decision making process. Furthermore, it studies four methods for dealing with irrelevant information in decision making: Theory of the marginalization of irrelevant information Principal component analysis Independent component analysis Automatic relevance determination method In addition it studies the concept of group decision making and various ways of effecting group decision making within the context of artificial intelligence. Rich in methods of artificial intelligence including rough sets, neural networks, support vector machines, genetic algorithms, particle swarm optimization, simulated annealing, incremental learning and fuzzy networks, this book will be welcomed by researchers and students working in these areas.
Detail Book of Artificial Intelligence Techniques for Rational Decision Making PDF
- Author : Tshilidzi Marwala
- Release : 20 October 2014
- Publisher : Springer
- ISBN : 9783319114248
- Genre : Computers
- Total Page : 178 pages
- Language : English
- PDF File Size : 14,8 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Artificial Intelligence Techniques for Rational Decision Making by Tshilidzi Marwala, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.