Title :
A hybrid approach to decision making and problem analysis
Author_Institution :
Obuda Univ., Budapest, Hungary
Abstract :
Decision making can be regarded as an outcome of a cognitive process leading to the selection of a course of action among several alternatives. With the latest advances in decision making systems it is important to study which methods provide better results and in which fields, contexts. By creating a hybrid approach to decision making we can outline the performance and deviations between different methods, but more importantly we establish the foundation for building a hybrid decision making system. With the analysis of the decision making methods, we are able to build a hybrid decision making system, which is a composition and cooperation of different methods and uses the optimal methods for specific contexts. In this paper the author presents an approach to creating and evaluating hybrid decision making systems.
Keywords :
decision making; optimisation; hybrid decision making system; optimal methods; problem analysis approach; Cognitive robotics; Control systems; Decision making; Decision trees; Diagnostic expert systems; Fuzzy logic; Medical diagnostic imaging; Medical expert systems; Medical treatment; Tree graphs;
Conference_Titel :
Robotics in Alpe-Adria-Danube Region (RAAD), 2010 IEEE 19th International Workshop on
Conference_Location :
Budapest
Print_ISBN :
978-1-4244-6885-0
DOI :
10.1109/RAAD.2010.5524548