Upload File

term and variable selection for nonlinear system identificationeprints.whiterose.ac.uk/84647/1/acse...

  • Home
  • Documents
  • Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
37
This is a repository copy of Term and Variable Selection for Nonlinear System Identification. White Rose Research Online URL for this paper: http://eprints.whiterose.ac.uk/84647/ Monograph: Wei, H.L., Billings, S.A. and Liu, J. (2003) Term and Variable Selection for Nonlinear System Identification. Research Report. ACSE Research Report 837 . Department of Automatic Control and Systems Engineering [email protected] https://eprints.whiterose.ac.uk/ Reuse Unless indicated otherwise, fulltext items are protected by copyright with all rights reserved. The copyright exception in section 29 of the Copyright, Designs and Patents Act 1988 allows the making of a single copy solely for the purpose of non-commercial research or private study within the limits of fair dealing. The publisher or other rights-holder may allow further reproduction and re-use of this version - refer to the White Rose Research Online record for this item. Where records identify the publisher as the copyright holder, users can verify any specific terms of use on the publisher’s website. Takedown If you consider content in White Rose Research Online to be in breach of UK law, please notify us by emailing [email protected] including the URL of the record and the reason for the withdrawal request.

Upload: others

Post on 21-Jan-2021

1 views

Category:

Documents


0 download

Report

TRANSCRIPT

Page 1: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear

This is a repository copy of Term and Variable Selection for Nonlinear System Identification.

White Rose Research Online URL for this paper:http://eprints.whiterose.ac.uk/84647/

Monograph:Wei, H.L., Billings, S.A. and Liu, J. (2003) Term and Variable Selection for Nonlinear System Identification. Research Report. ACSE Research Report 837 . Department of Automatic Control and Systems Engineering

[email protected]://eprints.whiterose.ac.uk/

Reuse Unless indicated otherwise, fulltext items are protected by copyright with all rights reserved. The copyright exception in section 29 of the Copyright, Designs and Patents Act 1988 allows the making of a single copy solely for the purpose of non-commercial research or private study within the limits of fair dealing. The publisher or other rights-holder may allow further reproduction and re-use of this version - refer to the White Rose Research Online record for this item. Where records identify the publisher as the copyright holder, users can verify any specific terms of use on the publisher’s website.

Takedown If you consider content in White Rose Research Online to be in breach of UK law, please notify us by emailing [email protected] including the URL of the record and the reason for the withdrawal request.

mailto:[email protected]
https://eprints.whiterose.ac.uk/
Page 2: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 3: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 4: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 5: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 6: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 7: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 8: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 9: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 10: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 11: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 12: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 13: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 14: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 15: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 16: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 17: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 18: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 19: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 20: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 21: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 22: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 23: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 24: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 25: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 26: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 27: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 28: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 29: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 30: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 31: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 32: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 33: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 34: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 35: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 36: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear
Page 37: Term and Variable Selection for Nonlinear System Identificationeprints.whiterose.ac.uk/84647/1/acse research report 837.pdf · 2018. 3. 21. · Term and Variable Selection for Nonlinear

Applications of Modified F-Expansion Method for · PDF fileApplications of Modified F-Expansion Method ... nonlinear partial differential equation with variable ... equations probably

Nonlinear pressure control of self-supplied variable displacement axial piston … · 2014-05-13 · Thisdocumentcontainsapost-printversionofthepaper Nonlinear pressure control of

Lecture 9 - Nonlinear waves in a variable medium · Lecture 9 - Nonlinear waves in a variable medium Lecturer: Roger Grimshaw. Write-up: H´el`ene Scolan June 17, 2009 1 Introduction

Nonlinear Dynamic Analysis of Variable lead Preloaded

New Nonlinear Regression (Part 2) - Christof Seiler · 2020. 6. 16. · Nonlinear Regression I Wearegivenn pairsofobserations(x 1,Y 1),...,(x n,Y n) I Theresponse variable isrelatedtothecovariate

Simple Nonlinear Models Suggest Variable Star Universality John F. Lindner, Wooster College Presented by John G. Learned University of Hawai’i at Mānoa

CHAPTER XII: NONLINEAR OPTIMIZATION CONDITIONS …agecon2.tamu.edu/people/faculty/mccarl-bruce/mccspr/new12.pdf · CHAPTER XII: NONLINEAR OPTIMIZATION CONDITIONS ... variable sign

Geometrically Nonlinear Mechanical Parameters of Variable Cross-section Bars-Pantel E.,Mociran H.-2006,6pp

An Efficient Treatments For Linear And Nonlinear Heat-Like And Wave-Like Equations With Variable Coefficients

NONLINEAR IDENTIFICATION AND ADAPTIVE CONTROL › dw › arc › papers › ifac_2.pdf · engine technologies (variable turbine geometry (VTG) turbo chargers, swirl control, dynamic

Nonlinear vibrations of axisymmetric circular plates with ... · PDF fileNonlinear vibrations of axisymmetric circular plates with variable thickness ... and unit bending stiffness,

A Particle Swarm approach for the Design of Variable ... Particle Swarm approach for the Design of Variable Structure Stabilizer for a Nonlinear Model of SMIB System NAJI A. AL-MUSABI**,

Variable Projection for Nonlinear Least Squares Problemsoleary/software/varpro.pdf · Variable Projection for Nonlinear Least Squares ... Variable Projection for Nonlinear Least Squares

Dezembro, 2006 ISSN 1517-3135 50 - ainfo.cnptia.embrapa.brainfo.cnptia.embrapa.br/digital/bitstream/item/84647/1/II-Jornada... · ISSN 1517-3135 50 Dezembro, 2006 Anais da II Jornada

Nonlinear Control of Mechanical Systems With an Unactuated Cyclic Variable

Isogeometric nonlinear bending and buckling analysis of ... · Isogeometric nonlinear bending and buckling analysis of variable-thickness composite plate structures T. Le-Manha, Q

Joan Costa-i-Font Institutionalization aversion” and the ...eprints.lse.ac.uk/84647/7/Costa-i-Font_Institutionalization aversion.pdf · Joan Costa-i-Font "Institutionalization aversion”

Nonlinear Dual-Mode Control of Variable-Speed Wind ... integration of large-scale wind farms into a power system, ... doubly fed induction generator ... variable speed wind turbines

Nonlinear Models with Spatial Data - New York Universitypeople.stern.nyu.edu/wgreene/DiscreteChoice/2014/DC2014... · 2014-12-03 · Modeling Discrete Outcomes “Dependent Variable”

Emese Plachy Konkoly Observatory, Budapest · 2015. 8. 21. · Emese Plachy Konkoly Observatory, Budapest. Nonlinear behavior in variable stars 1 Nonlinear coupling of oscillation

Nonlinear Optimization Review of Derivatives Models with One Decision Variable Unconstrained Models with More Than One Decision Variable Models with Equality

(Simple) Multiple linear regression and Nonlinear models Handouts... · (Simple) Multiple linear regression and Nonlinear models Multiple regression • One response (dependent) variable:

CS520: Variable coefficients and nonlinear …ascher/520/chapt05.pdfCS520: Variable coefficients and nonlinear problems (Ch. 5) Uri Ascher Department of Computer Science University

Nonlinear Model Predictive Control of Variable Speed ... · arXiv:2006.02097v1 [eess.SY] 3 Jun 2020 1 Nonlinear Model Predictive Control of Variable Speed Hydropower for Provision

CS520: Variable coefficients and nonlinear problems (Ch. 5)ascher/520/chapt05.pdf · CS520: Variable coefficients and nonlinear problems (Ch. 5) Uri Ascher Department of Computer

Optimal Feedback Control of Nonlinear Variable-Speed Marine Current Turbine … · 2020-07-14 · RESEARCH ARTICLE Optimal Feedback Control of Nonlinear Variable-Speed Marine Current

VARIABLE SELECTION FOR SPARSE HIGH-DIMENSIONAL …VARIABLE SELECTION FOR SPARSE HIGH-DIMENSIONAL NONLINEAR REGRESSION MODELS BY COMBINING NONNEGATIVE GARROTE AND SURE INDEPENDENCE

DeCarlo, Zak, Matthews, VSC of Nonlinear Multi Variable Systems a Tutorial,1988

Nonlinear Regression Functions. General Ideas Nolinear in a Single Variable Polynomials Logarithm Interactions Between Independent Variables Between

Variable Projection for Nonlinear Least Squares Problemsoleary/software/varpro/varpro.pdf · 2.1 Solving Constrained Nonlinear Least-Squares Problems Inside the original varpro.f

Nonlinear Equations and Optimization - Cornell … 8 Nonlinear Equations and Optimization 8.1 Finding Roots 8.2 Minimizing a Function of a Single Variable 8.3 Minimizing Multivariate

Low-Order Nonlinear Dynamic Model of Ie Engine-Variable ... · NASA Technical Memorandum 107006 E,--C)j89 1/ /1;-Low-Order Nonlinear Dynamic Model of Ie Engine-Variable Pitch Propeller

Performance of Variable Coded Modulations over a Nonlinear ...... Electrical Engineering Division NASA Goddard Space Flight Center Performance of Variable Coded Modulations over a

Unscented Filtering and Nonlinear Estimationlemmon/courses/ee67033/pubs/... · 2009. 1. 25. · mean and co variance .A second random variable, ,is related to through to the nonlinear

COMPARATIVE CONSTITUTIONALISM AND GOOD …assets.cambridge.org/97805215/84647/frontmatter/9780521584647...COMPARATIVE CONSTITUTIONALISM AND GOOD GOVERNANCE IN THE ... [1990] LRC (Const)