![](/images/graphics-bg.png)
Investigation on Evolutionary Synthesis of Movement Commands
Joint Authors
Oplatková, Zuzana
Zelinka, Ivan
Source
Modelling and Simulation in Engineering
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-05-05
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
This paper deals with usage of an alternative tool for symbolic regression—analytic programming which is able to solve various problems from the symbolic domain, as well as genetic programming and grammatical evolution.
This paper describes a setting of an optimal trajectory for a robot (originally designed as an artificial ant on Santa Fe trail) solved by means of analytic programming.
Firstly, main principles of analytic programming are described and explained.
The second part shows how analytic programming was used for the application of finding a suitable trajectory step by step.
Because analytic programming needs evolutionary algorithms for its run, three evolutionary algorithms were used—self-organizing migrating algorithm, differential evolution, and simulated annealing—to show that anyone can be used.
The total number of simulations was 150 and results show that the first two used algorithms were more successful than not so robust simulated annealing.
American Psychological Association (APA)
Oplatková, Zuzana& Zelinka, Ivan. 2009. Investigation on Evolutionary Synthesis of Movement Commands. Modelling and Simulation in Engineering،Vol. 2009, no. 2009, pp.1-12.
https://search.emarefa.net/detail/BIM-502765
Modern Language Association (MLA)
Oplatková, Zuzana& Zelinka, Ivan. Investigation on Evolutionary Synthesis of Movement Commands. Modelling and Simulation in Engineering No. 2009 (2009), pp.1-12.
https://search.emarefa.net/detail/BIM-502765
American Medical Association (AMA)
Oplatková, Zuzana& Zelinka, Ivan. Investigation on Evolutionary Synthesis of Movement Commands. Modelling and Simulation in Engineering. 2009. Vol. 2009, no. 2009, pp.1-12.
https://search.emarefa.net/detail/BIM-502765
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-502765