An Approach to Integrate the Knowledge Based Systems

This paper discusses the different approach to solve the complex problems in real-world by a great diversity of intelligent techniques including traditional hard computing techniques such as expert systems and soft computing techniques such as fuzzy logic, neural networks, and genetic algorithms. The paper has a discussion of possibility to integrate several technologies into one basic structure. Intelligent hybrid Systems are defined as models and computational programs based on more than one artificial Intelligence technology. The integration of different learning and adaptation techniques to overcome individual limitations and to achieve synergetic effects through the hybridisation. Most of these hybridization approaches, however, follow an adhoc design methodology, justified by success in certain application domains. Keywords—Machine learning, expert system, neural network, inductive reasoning, deductive reasoning, intuitive reasoning.