Evolutionary trajectory optimization for redundant robots

The trajectory planning of redundant robots is an important area of research and efficient optimization algorithms have been investigated in the last years. This paper presents a new technique that combines the closed-loop pseudoinverse method with genetic algorithms. In this case the trajectory pla...

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Bibliographic Details
Main Author: Marcos, Maria da Graça (author)
Other Authors: Machado, J. A. Tenreiro (author), Azevedo-Perdicoúlis, T. P. (author)
Format: bookPart
Language:eng
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10400.22/4213
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/4213
Description
Summary:The trajectory planning of redundant robots is an important area of research and efficient optimization algorithms have been investigated in the last years. This paper presents a new technique that combines the closed-loop pseudoinverse method with genetic algorithms. In this case the trajectory planning is formulated as an optimization problem with constraints.