Robot mapping and map optimization using genetic algorithms and artificial neural networks

Abstract

Abstract:- This paper is about an autonomous robot map creation and optimization algorithm. To create the map, calibrated sensor data transfered to the x-y coordinate system were used. Afterwards we tried to otimize the anomalies of the map with different methods as artificial neural networks, genetic algorithms.