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Artificial Bee Colony Algorithm for Optimization Energy in Inverse Kinematics of Robot Arms

عنوان مقاله: Artificial Bee Colony Algorithm for Optimization Energy in Inverse Kinematics of Robot Arms
شناسه ملی مقاله: ECOSE01_089
منتشر شده در کنفرانس ملی بهینه سازی مصرف انرژی در علوم و مهندسی در سال 1393
مشخصات نویسندگان مقاله:

Ali Habibi - Department of Education Ardabil Iran
Zahra Habibi - Department of Education Ardabil Iran

خلاصه مقاله:
Inverse kinematics of a robot arm has become very important research area in recent years. Artificial Bee Colony algorithm (ABC) is an efficient, faster optimization method in solving nonlinear problems. This paper solves an inverse kinematics robot arms based on ABC for six-joined robot arms. For this purpose wedefine a cost function based on the Manhattan (City block) distance from end-effectors position to the target point in Cartesian space. The results show better performance of proposed approach in terms of both position accuracy and time solution and less than energy consumption in inverse kinematic robot arms motion, theprevious studies than the previous studies employing the other heuristic methods like ABC with Euclidean Distance, Particle Swarm Optimization (PSO) and Harmony Search (HS).

کلمات کلیدی:
Inverse Kinematics, Robotics, Artificial Bee Colony, Particle Swarm Optimization, Harmony Search

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/299996/