Principles for constructing intelligent systems design of logic-based intelligent systems develops principles and methods for constructing intelligent systems for complex tasks that are readily done by humans but are difficult for machines. Current artificial intelligence (ai) approaches rely on various constructs and methods (production rules, neural nets, support vector machines, fuzzy logic, bayesian networks, etc.). In contrast, this book uses an extension of propositional logic that treats all aspects of intelligent systems in a unified and mathematically compatible manner. Topics include: levels of thinking and logic special cases: expert systems and intelligent agents formulating and solving logic systems reasoning under uncertainty learning logic formulas from data nonmonotonic and incomplete reasoning question-and-answer processes intelligent systems that construct intelligent systems design of logic-based intelligent systems is both a handbook for the ai practitioner and a textbook for advanced undergraduate and graduate courses on intelligent systems. Included are more than forty algorithms, and numerous examples and exercises. Contents same as us/uk editions.
"synopsis" may belong to another edition of this title.
(No Available Copies)
If you know the book but cannot find it on AbeBooks, we can automatically search for it on your behalf as new inventory is added. If it is added to AbeBooks by one of our member booksellers, we will notify you!Create a Want