{"product_id":"using-genetic-algorithms-for-racing-line-optimization-finding-and-optimizing-a-racing-line-through-a-tubular-track-using-genetic-algorithms-von-gordon-kofner","title":"Using Genetic Algorithms for Racing Line Optimization","description":"\u003cp\u003eThe 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.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783639728200\"\u003e\u003ch3\u003eFinding and Optimizing a Racing Line through a Tubular Track Using Genetic Algorithms\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783639728200","offer_id":39440360341597,"sku":"9783639728200","price":54.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/314c2635-3bc1-4290-9ea5-c1072803eefb.jpg?v=1773120822","url":"https:\/\/shop.autorenwelt.de\/en\/products\/using-genetic-algorithms-for-racing-line-optimization-finding-and-optimizing-a-racing-line-through-a-tubular-track-using-genetic-algorithms-von-gordon-kofner","provider":"Autorenwelt Shop","version":"1.0","type":"link"}