論文

査読有り 招待有り
2015年

A Tutorial on C/GMRES and Automatic Code Generation for Nonlinear Model Predictive Control

2015 EUROPEAN CONTROL CONFERENCE (ECC)
  • Toshiyuki Ohtsuka

開始ページ
73
終了ページ
86
記述言語
英語
掲載種別
研究論文(国際会議プロシーディングス)
DOI
10.1109/ECC.2015.7330528
出版者・発行元
IEEE

This paper provides a tutorial on the continuation/GMRES method (C/GMRES), which is a real-time optimization algorithm tailored for nonlinear model predictive control (NMPC) and a Maple version of AutoGenU, which is an automatic code generation system utilizing a symbolic computation language to simulate NMPC with C/GMRES. Once such settings of NMPC as the state equation and performance index are specified in a Maple worksheet, a problem-dependent C source file is automatically generated by symbolic computation, compiled, and executed. The worksheet also loads data files of simulation results and plots their time histories. This paper describes the usage and settings of AutoGenU for Maple.

リンク情報
DOI
https://doi.org/10.1109/ECC.2015.7330528
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000380485400013&DestApp=WOS_CPL
ID情報
  • DOI : 10.1109/ECC.2015.7330528
  • Web of Science ID : WOS:000380485400013

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