Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence

Autor:	P. Viswanath, R. Subramanian, R. Geetha Ramani
Jazyk:	angličtina
Rok vydání:	2009
Předmět:	Robotic Soccer Social Insect Behaviors Ant intelligence Learning methods Genetic Programming E CJ simulator Teambots. Electronics TK7800-8360 Electronic computers. Computer science QA75.5-76.95
Zdroj:	International Journal of Advanced Robotic Systems, Vol 6, Iss 2 (2009)
Druh dokumentu:	article
ISSN:	1729-8806 1729-8814
Popis:	This paper presents the evolved soccer player strategies with ant-intelligence through genetic programming. To evolve the code for players we used the Evolutionary Computation tool (ECJ simulatorEvolutionary Compuation in Java). We tested the evolved player strategies with already existing teams in soccerbots of teambots. This paper presents brief information regarding learning methods and ant behaviors. Experimental results depicts the performance of the evolved player strategies.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/796a9c1463b9428ca77ce5ce6215553c Zobrazit plný text záznamu View record in DOAJ