Paper
Hybridization of Intellectual Technologies for Analytical Tasks of Decision-Making Support
- Authors:
- Vadim V. Borisov
- Abstract
- The review of basic intellectual technologies (fuzzy, neural network, evolutionary modelling) for analytical tasks of decision-making support is submitted. Results of comparison of these technologies are offered. Tendencies and directions of development of these technologies are generalized. The approach to systematization and classification of all variety of known hybrid models for analytical tasks of decision-making support is offered. The approach is based on use of following methods of hybridization of intellectual technologies: hybridization “with functional replacement”, hybridization “with interaction”, polymorphic hybridization. Examples of classification of known hybrid models, concerning each considered method of hybridization, are presented. Examples of hybridization of models for each method are presented: first, for a case of hybrid models in borders of one technology, secondly, for a case of hybrid models from different technologies.
- Keywords
- Hybridization of Intellectual Technologies; Fuzzy Model; Neural Network Model; Evolutionary Modelling; Analytical Tasks of Decision-Making Support
- StartPage
- 11
- EndPage
- 19
- Doi