Integration of Technology Enables for Tactical Picture Compilation Task 6 – Algorithms Development/Adaptation, Annex 1 - Genetic Algorithms - User’s Guide

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Authors
  1. Florea, M. C.
Corporate Authors
Defence R&D Canada - Valcartier, Valcartier QUE (CAN);Thales Canada, Quebec Que (CAN)
Abstract
Within Task 6, our work focused in developing different algorithms (in MATLAB) for the classification problems, as an extension to the DRDC Fusion Toolbox, PRTools, and the FSMOGA Library. Our work has been divided in three sections: Investigate how to reduce the high-computation complexity of the DRDC Fusion Toolbox when used in a classification context. This work involved the development of more suitable implementations for the DST combination rules. These rules have also been updated within the DRDC Fusion Toolbox. Implement different modelisations, transformations, and combinations (for the DST) using the PRTools mappings concept. The aim of this section was to implement complex PRSC mappings (the PRSC structure has been indicated by the Scientific Authority). Extend the MATLAB code for Feature Selection Multi Objective Genetic Algorithm (FSMOGA) provided by the scientific authority in order to use constraints as in the original implementation of the NSGAII algorithm. Extend the code for PRSC optimisation (using the original C code, and using and extending the modelisation proposed by Gabrys and Ruta.

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Keywords
DRDC Fusion Toolbox;PRTools;FSMOGA Library;DST Combination Rules;Feature Selection Multi Objective Genetic Algorithm(FSMOGA);NSGAII Algorithm;DST Combiners Mappings
Report Number
DRDC-VALCARTIER-CR-2013-478 — Contract Report
Date of publication
01 Dec 2013
Number of Pages
44
DSTKIM No
CA047778
CANDIS No
808296
Format(s):
Electronic Document(PDF)

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