Robot Mapping and Map Optimization Using Genetic Algorithms and Artificial Neural Networks

摘要

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