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Missouri University of Science and Technology
Automobiles -- Design<br />Case-base reasoning<br />Manufacturing processes -- Dosts -- Estimates<br />Regression analysis
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A Comparison Of Case-Based Reasoning And Regression Analysis Approaches For Cost Uncertainty Modeling, Karan Banga
A Comparison Of Case-Based Reasoning And Regression Analysis Approaches For Cost Uncertainty Modeling, Karan Banga
Masters Theses
"This thesis presents case-based reasoning approach for estimating the cost and modeling cost uncertainty of a new product in the concept selection stage. Case-based reasoning (CBR) is an approach which uses old cases/experiences to understand and solve new problems. The CBR approach consists of creating a knowledge-base (or database) containing past cases (products), defining a new case (concept), retrieving cases similar to the new case, and adjusting the solution of the retrieved cases to the new case. The first paper compares case-based reasoning, in studying the effects of varying design attribute specifications on cost estimation accuracy and cost distribution reliability. …