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Using Genetic Algorithms for Racing Line Optimization

Using Genetic Algorithms for Racing Line Optimization

von Gordon Köfner
Softcover - 9783639728200
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Beschreibung

The objective of this thesis is to find and optimize the racing line of a vehicle with different non-player character (NPC) implementations using genetic algorithms. The racetracks in this case are tubes, defined by a spline and a radius. It is found that the genetic algorithm can indeed be used to optimize the lap times of NPCs around a given track, even though the resulting lap times strongly depend on the NPC implementation. This technique can be used to automate certain aspects of game-development. For instance, racing lines can be generated for each NPC, track and vehicle combination automatically, without losing unique characteristics of each NPC variation.

Finding and Optimizing a Racing Line through a Tubular Track Using Genetic Algorithms

Details

Verlag AV Akademikerverlag
Ersterscheinung 09. Dezember 2014
Maße 22 cm x 15 cm x 0.7 cm
Gewicht 161 Gramm
Format Softcover
ISBN-13 9783639728200
Seiten 96