Print Email Facebook Twitter Electric/Electronic-Architectures - Automating and optimizing communication matrices Title Electric/Electronic-Architectures - Automating and optimizing communication matrices Author Fikke, F.S. Contributor Pawelczak, P.P. (mentor) Faculty Electrical Engineering, Mathematics and Computer Science Department Embedded Software Programme Telecommunication and Sensing Date 2016-04-22 Abstract This research aims at optimizing the Electric/Electronic-Architecture of modern day vehicles. Due to the massive increase in new Advanced Driver Assistance Systems, currently implemented communication technologies are no longer sufficient to deal with the massive increase in transmitted information. Instead of the costly procedure of introducing yet another communication technology in the vehicle, this research targets an previously unsolved problem inherent to the current design process: The complex task of optimally assigning signals with a range of different parameters (such as size, timing, receivers) to payloads of communication frames. This NP-hard Multi-Objective Combinatorial Optimization Problem is solved using a Genetic Algorithm, combined with modified heuristic operators to develop an automated process, capable of reducing the systems bus load and number of transmitted communication frames considerably. Subject Genetic AlgorithmsCANPDUBMWMOCOP To reference this document use: http://resolver.tudelft.nl/uuid:a70b2825-4f5a-4b68-aed7-b5e98d2590d0 Part of collection Student theses Document type master thesis Rights (c) 2016 Fikke, F.S. Files PDF FelixFikkeMScThesis_submitted.pdf 8.2 MB Close viewer /islandora/object/uuid:a70b2825-4f5a-4b68-aed7-b5e98d2590d0/datastream/OBJ/view