DS Evidence Theory MATLAB Implementation Code
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Resource Overview
Detailed Documentation
This is a basic MATLAB implementation of Dempster-Shafer (DS) evidence theory, designed for independent single propositions. The code provides functionality for calculating and understanding evidence uncertainty through evidence combination and reasoning processes to derive new conclusions. The implementation includes detailed code comments that explain the algorithmic approach, evidence combination rules, and execution flow. Key functions demonstrate the mathematical foundation of DS theory, including mass function assignment and Dempster's rule of combination for merging evidence from different sources. This revised version features enhanced documentation to better understand the implementation logic and execution process. We recommend extending this codebase to handle more complex proposition sets to increase its applicability and further explore the potential of DS evidence theory in uncertainty reasoning applications.
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