Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence
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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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SAGE Publishing
2009-11-01
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| Series: | International Journal of Advanced Robotic Systems |
| Subjects: | |
| Online Access: | http://www.intechopen.com/articles/show/title/genetic_programming_method_of_evolving_the_robotic_soccer_player_strategies_with_ant_intelligence |
| _version_ | 1818118179884367872 |
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| author | P. Viswanath R. Subramanian R. Geetha Ramani |
| author_facet | P. Viswanath R. Subramanian R. Geetha Ramani |
| author_sort | P. Viswanath |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-12-11T04:50:12Z |
| format | Article |
| id | doaj.art-796a9c1463b9428ca77ce5ce6215553c |
| institution | Directory Open Access Journal |
| issn | 1729-8806 1729-8814 |
| language | English |
| last_indexed | 2024-12-11T04:50:12Z |
| publishDate | 2009-11-01 |
| publisher | SAGE Publishing |
| record_format | Article |
| series | International Journal of Advanced Robotic Systems |
| spelling | doaj.art-796a9c1463b9428ca77ce5ce6215553c2022-12-22T01:20:25ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88061729-88142009-11-0162Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant IntelligenceP. ViswanathR. SubramanianR. Geetha RamaniThis 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.http://www.intechopen.com/articles/show/title/genetic_programming_method_of_evolving_the_robotic_soccer_player_strategies_with_ant_intelligenceRobotic SoccerSocial Insect BehaviorsAnt intelligenceLearning methodsGenetic ProgrammingE CJ simulatorTeambots. |
| spellingShingle | P. Viswanath R. Subramanian R. Geetha Ramani Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence International Journal of Advanced Robotic Systems Robotic Soccer Social Insect Behaviors Ant intelligence Learning methods Genetic Programming E CJ simulator Teambots. |
| title | Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence |
| title_full | Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence |
| title_fullStr | Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence |
| title_full_unstemmed | Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence |
| title_short | Genetic Programming Method of Evolving the Robotic Soccer Player Strategies with Ant Intelligence |
| title_sort | genetic programming method of evolving the robotic soccer player strategies with ant intelligence |
| topic | Robotic Soccer Social Insect Behaviors Ant intelligence Learning methods Genetic Programming E CJ simulator Teambots. |
| url | http://www.intechopen.com/articles/show/title/genetic_programming_method_of_evolving_the_robotic_soccer_player_strategies_with_ant_intelligence |
| work_keys_str_mv | AT pviswanath geneticprogrammingmethodofevolvingtheroboticsoccerplayerstrategieswithantintelligence AT rsubramanian geneticprogrammingmethodofevolvingtheroboticsoccerplayerstrategieswithantintelligence AT rgeetharamani geneticprogrammingmethodofevolvingtheroboticsoccerplayerstrategieswithantintelligence |