QA systems extract answers in natural language question from a large set of documents. In this paper, we will design and implement Restricted Domain QA System based on a knowledge database. In this system we will use a genetic algorithm and optimal-genetic algorithm to search in the knowledge base for finding the answers. Web pages are sources of knowledge system. To validate the proposed approach, we will implement these algorithms; results indicate a significant increase in accuracy of the proposed system compare to previous systems.