Abstract Position prediction of the ball that approaches to the goal is necessary for a goalkeeper robot. In this paper, grammatical evolution is used for prediction. Grammatical evolution will be tested on grammar with linear characteristic. Data used in this research was taken from the Y-axis coordinate of the Ball and divide into 3 Home area. The research focuses on two conditions of the ball: straight movement and bouncing off the wall. From the results of this study, it was obtained three functions which can be used to predict position of the ball in goal area. The smallest mean of fitness value is 1.24729 for straight movement and 2.64366 for bouncing off the wall conditions.
Grammatical Evolution Algorithm for Position Prediction of the Ball in Robot-Soccer Goal Keeper Optimization
2013-01-01
14 pages
Article/Chapter (Book)
Electronic Resource
English
British Library Conference Proceedings | 2013
|Intercept Algorithm for Predicting the Position of Passing the Ball on Robot Soccer ERSOW
BASE | 2021
|Intercept Algorithm for Predicting the Position of Passing the Ball on Robot Soccer ERSOW
BASE | 2021
|Colored Ball Position Tracking Method for Goalkeeper Humanoid Robot Soccer
BASE | 2013
|Intercept Algorithm for Predicting the Position of Passing the Ball on Robot Soccer ERSOW
BASE | 2021
|