Publications in Scientific Journals:
A. Reiterer, U. Egly, T. Vicovac, E. Mai, S. Moafipoor, D. Grejner-Brzezinska, C. Toth:
"Application of artificial intelligence in Geodesy - A review of theoretical foundations and practical examples";
Journal of Applied Geodesy,
4
(2010),
4;
201
- 217.
English abstract:
Artificial Intelligence (AI) is one of the key technologies in many of today's novel applications. It is used to add knowledge and reasoning to systems. This paper illustrates a review of AI methods including examples of their practical application in Geodesy like data analysis, deformation analysis, navigation, network adjustment, and optimization of complex measurement procedures. We focus on three examples, namely, a geo-risk assessment system supported by a knowledge-base, an intelligent dead reckoning personal navigator, and evolutionary strategies for the determination of Earth gravity field parameters. Some of the authors are members of IAG Sub-Commission 4.2 - Working Group 4.2.3, which has the main goal to study and report on the application of AI in Engineering Geodesy.
Keywords:
Artificial Intelligence, Knowledge-Based Systems, Fuzzy Logic, Artificial Neural Networks, evolutionary strategies, Geo-Monitoring, Navigation, Gravity Field Determination
"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)
http://dx.doi.org/10.1515/JAG.2010.020
Created from the Publication Database of the Vienna University of Technology.