Use of Grid Method for Efficient Global Optimum Design of Robot Kinematics

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We have presented Grid Method, a systematic and efficient problem formulation method for task-oriented design of robot kinematics and confirmed its efficiency through various design examples. Despite of its efficient problem formulation, however, our previous research has the following limitations: (i) it gives a local optimum only due to its use of a local optimization technique (ii) it uses constatn weights for a cost function chosen by a manual weights tuning algorithm, thereby showing low efficiency in finding an optimum solution. To solve these problem, therefore, this paper presents systematic, efficient algorithms of Grid Method with a global optimization technique and an adaptive weights tuning algorithm.
Publisher
HWRS
Issue Date
2004
Citation

International Workshop on Human-Friendly Welfare Robotic Systems, pp.99-104

URI
http://hdl.handle.net/10203/25301
Appears in Collection
ME-Conference Papers(학술회의논문)

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