Computer Science and Information Engineering, World Congress on (2009)
Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSIE.2009.398
For the sake of improving design efficiency and intelligence, a design method of the second order cylindrical gear reducer based on CBR is presented in the paper. Firstly, the paper describes the principle of CBR. Secondly, three key technologies of CBR are studied and the corresponding methods are proposed, which are the object-oriented knowledge representation method, a retrieval method combining the nearest neighbor with the induction indexing, and case adaptation algorithm combining the revision based on rule with artificial revision. Meanwhile, for the sake of improving credibility of case retrieval, the paper presents a kind of new method determining the weights of characteristics and a similarity formula, which is a combinatorial weighting method with the analytic hierarchy process (AHP) and roughness set theory. Lastly, according to the above results, a design system of the second order cylindrical gear reducer based on CBR is developed by VC++、UG and Access.
The second order cylindrical gear reducer, Case-Based Reasoning (CBR); Case Description, Case Retrieval, Case Modification, Weights of Characteristics, Similarity
J. Aimin, C. Zhengming, X. Huanmin and H. Quansheng, "Design System of the Second Order Cylindrical Gear Reducer on CBR," 2009 WRI World Congress on Computer Science and Information Engineering, CSIE(CSIE), Los Angeles, CA, 2009, pp. 719-726.