Methodologies & Tools
Tuesday, 08. May 2018., 15:40
Java as the most popular development platform in the world has a number of open source tools and libraries for implementation of very popular concepts of artificial intelligence. Genetic algorithms, artificial neural networks, and fuzzy logic offer alternative ways of solving common computational problems in practice. Instead of using the usual search methods of a whole set of solutions, genetic algorithms offer the option of using evolutionary nature reproduction processes. Artificial neural networks enable the creation of mathematical model of the human brain in order to solve machine learning problems, object recognition in images, or predictions of events. Fuzzy Logic upgrades Boolean logic by extending the binary (0 and 1) values with multiple values between these two, and thus allows to describe the affiliation to a certain set of values. The authors will present the popular Java tools and libraries that are used to implement the concepts of artificial intelligence as examples of their use.