An optimization strategy based on the movement behavior of soccer players

• Main Authors: Hindriyanto Dwipurnomo, 游漢杰
• Other Authors: Hui-Ming Wee
• Format: Others
• Language: en_US
• Published: 2013
• Online Access: http://ndltd.ncl.edu.tw/handle/06570758707959347356

博士 === 中原大學 === 工業與系統工程研究所 === 101 === Optimization is important in science, engineering and economic problems. There are many optimization methods and their numbers increase continuously due to the growing optimization problems. A new optimization method based on the movement behavior of soccer players is proposed in this study. The new method has two basic movements; the move off and the move forward; which are used to control the diversification and intensification. Beside the movements, the algorithm has player substitution procedure which will impose the search process into nearby a set of goodsolution. In general, the proposed method elaborates the competition and the reproduction process in evolutionary algorithm with the powerful information sharing of swarm intelligence algorithm. Examples of implementations are provided for continuous and discrete problems. The experiment results reveal that the proposed method has the potential to become a powerful optimization method. As a new method, the proposed algorithm can be enhanced in many different ways such as elaborating more aspects of the soccer players’ movement as well as implementing the proposed method to solve various optimization problems.