Journal Article

·2008

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

Inci Cabar , Sırma Yavuz YTU , Osman Kaan Erol

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.

Keywords

Computer science Artificial neural network Artificial intelligence Genetic algorithm Robot Computer vision Algorithm Machine learning

Subject Areas

Inertial Sensor and Navigation ·Aerospace Engineering ·Physical Sciences
Robotics and Sensor-Based Localization ·Aerospace Engineering ·Physical Sciences
Astronomical Observations and Instrumentation ·Computational Mechanics ·Physical Sciences

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