%0 Journal Article %1 ekart:2003:AIEDAM %A Ekart, Aniko %A Markus, Andras %D 2003 %J Artificial Intelligence for Engineering Design, Analysis and Manufacturing %K algorithms, bar decision four genetic learning machine mechanism programming, synthesis, trees, %N 3 %P 205--220 %T Using Genetic Programming and Decision Trees for Generating Structural Descriptions of Four Bar Mechanisms %V 17 %X Four bar mechanisms are basic components of many important mechanical device. The kinematic synthesis of four bar mechanisms is a difficult design problem. We present here a novel method that combines the genetic programming and decision tree learning methods. We give a structural description for the class of mechanisms that produce desired coupler curves. For finding and characterising feasible regions of the design space constructive induction is used. Decision trees constitute the learning engine and the new features are created by genetic programming.

@article{ekart:2003:AIEDAM, abstract = {Four bar mechanisms are basic components of many important mechanical device. The kinematic synthesis of four bar mechanisms is a difficult design problem. We present here a novel method that combines the genetic programming and decision tree learning methods. We give a structural description for the class of mechanisms that produce desired coupler curves. For finding and characterising feasible regions of the design space constructive induction is used. Decision trees constitute the learning engine and the new features are created by genetic programming.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Ekart, Aniko and Markus, Andras}, biburl = {https://www.bibsonomy.org/bibtex/2ec60879a762894bda30236f9fed260b0/brazovayeye}, interhash = {46a5214e2320ebda0abceb260cd8adf9}, intrahash = {ec60879a762894bda30236f9fed260b0}, issn = {0890-0604}, journal = {Artificial Intelligence for Engineering Design, Analysis and Manufacturing}, keywords = {algorithms, bar decision four genetic learning machine mechanism programming, synthesis, trees,}, notes = {http://journals.cambridge.org/action/displayJournal?jid=AIE}, number = 3, pages = {205--220}, timestamp = {2008-06-19T17:39:11.000+0200}, title = {Using Genetic Programming and Decision Trees for Generating Structural Descriptions of Four Bar Mechanisms}, volume = 17, year = 2003 }