Output PDF shaping of singular systems: monotonical performance design

Hong Yue; Aurelie J. A. Leprand; Hong Wang

doi:10.1007/11759966_99

Output PDF shaping of singular systems: monotonical performance design

Hong Yue, Aurelie J. A. Leprand, Hong Wang

Electronic And Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Abstract

For a group of stochastic systems whose output probability density function (PDF) is modelled by the B-spline neural networks with singular weights dynamics, the output PDF is controlled towards the desired PDF by an innovative optimization design with monotonically decreasing performance. The controller is developed based on the transformed equivalent non-singular system with sufficient conditions given for the monotonic performance.

Original language	English
Title of host publication	International Symposium on Neural Networks
Subtitle of host publication	Advances in Neural Networks - ISNN 2006
Editors	Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin
Place of Publication	Berlin
Publisher	Springer
Pages	676-682
Number of pages	7
Volume	3971
ISBN (Print)	978-3-540-34439-1
DOIs	https://doi.org/10.1007/11759966_99
Publication status	Published - 17 May 2006
Event	International Symposium on Neural Networks 2006 - Chengdu, China Duration: 28 May 2006 → 1 Jun 2006

Publication series

Name	Lecture Notes in Computer Science (LNCS)
Publisher	Springer
Volume	3971

Conference

Conference	International Symposium on Neural Networks 2006
Country/Territory	China
City	Chengdu
Period	28/05/06 → 1/06/06

Keywords

singular weights system
monotonical performance design
probability density function (PDF)
B-spline neural networks

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10.1007/11759966_99

Cite this

Yue, H., Leprand, A. J. A., & Wang, H. (2006). Output PDF shaping of singular systems: monotonical performance design. In J. Wang, Z. Yi, J. M. Zurada, B.-L. Lu, & H. Yin (Eds.), International Symposium on Neural Networks: Advances in Neural Networks - ISNN 2006 (Vol. 3971, pp. 676-682). (Lecture Notes in Computer Science (LNCS); Vol. 3971). Springer. https://doi.org/10.1007/11759966_99

Yue, Hong ; Leprand, Aurelie J. A. ; Wang, Hong. / Output PDF shaping of singular systems : monotonical performance design. International Symposium on Neural Networks: Advances in Neural Networks - ISNN 2006. editor / Jun Wang ; Zhang Yi ; Jacek M. Zurada ; Bao-Liang Lu ; Hujun Yin. Vol. 3971 Berlin : Springer, 2006. pp. 676-682 (Lecture Notes in Computer Science (LNCS)).

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title = "Output PDF shaping of singular systems: monotonical performance design",

abstract = "For a group of stochastic systems whose output probability density function (PDF) is modelled by the B-spline neural networks with singular weights dynamics, the output PDF is controlled towards the desired PDF by an innovative optimization design with monotonically decreasing performance. The controller is developed based on the transformed equivalent non-singular system with sufficient conditions given for the monotonic performance.",

keywords = "singular weights system, monotonical performance design, probability density function (PDF), B-spline neural networks",

author = "Hong Yue and Leprand, {Aurelie J. A.} and Hong Wang",

year = "2006",

month = may,

day = "17",

doi = "10.1007/11759966_99",

language = "English",

isbn = "978-3-540-34439-1",

volume = "3971",

series = "Lecture Notes in Computer Science (LNCS)",

publisher = "Springer",

pages = "676--682",

editor = "Wang, {Jun } and Yi, {Zhang } and Zurada, {Jacek M. } and Bao-Liang Lu and Yin, {Hujun }",

booktitle = "International Symposium on Neural Networks",

note = "International Symposium on Neural Networks 2006 ; Conference date: 28-05-2006 Through 01-06-2006",

}

Yue, H, Leprand, AJA & Wang, H 2006, Output PDF shaping of singular systems: monotonical performance design. in J Wang, Z Yi, JM Zurada, B-L Lu & H Yin (eds), International Symposium on Neural Networks: Advances in Neural Networks - ISNN 2006. vol. 3971, Lecture Notes in Computer Science (LNCS), vol. 3971, Springer, Berlin, pp. 676-682, International Symposium on Neural Networks 2006, Chengdu, China, 28/05/06. https://doi.org/10.1007/11759966_99

Output PDF shaping of singular systems: monotonical performance design. / Yue, Hong; Leprand, Aurelie J. A.; Wang, Hong.
International Symposium on Neural Networks: Advances in Neural Networks - ISNN 2006. ed. / Jun Wang; Zhang Yi; Jacek M. Zurada; Bao-Liang Lu; Hujun Yin. Vol. 3971 Berlin: Springer, 2006. p. 676-682 (Lecture Notes in Computer Science (LNCS); Vol. 3971).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

TY - CHAP

T1 - Output PDF shaping of singular systems

T2 - International Symposium on Neural Networks 2006

AU - Yue, Hong

AU - Leprand, Aurelie J. A.

AU - Wang, Hong

PY - 2006/5/17

Y1 - 2006/5/17

N2 - For a group of stochastic systems whose output probability density function (PDF) is modelled by the B-spline neural networks with singular weights dynamics, the output PDF is controlled towards the desired PDF by an innovative optimization design with monotonically decreasing performance. The controller is developed based on the transformed equivalent non-singular system with sufficient conditions given for the monotonic performance.

AB - For a group of stochastic systems whose output probability density function (PDF) is modelled by the B-spline neural networks with singular weights dynamics, the output PDF is controlled towards the desired PDF by an innovative optimization design with monotonically decreasing performance. The controller is developed based on the transformed equivalent non-singular system with sufficient conditions given for the monotonic performance.

KW - singular weights system

KW - monotonical performance design

KW - probability density function (PDF)

KW - B-spline neural networks

UR - https://link.springer.com/chapter/10.1007/11759966_99

U2 - 10.1007/11759966_99

DO - 10.1007/11759966_99

M3 - Chapter

SN - 978-3-540-34439-1

VL - 3971

T3 - Lecture Notes in Computer Science (LNCS)

SP - 676

EP - 682

BT - International Symposium on Neural Networks

A2 - Wang, Jun

A2 - Yi, Zhang

A2 - Zurada, Jacek M.

A2 - Lu, Bao-Liang

A2 - Yin, Hujun

PB - Springer

CY - Berlin

Y2 - 28 May 2006 through 1 June 2006

ER -

Output PDF shaping of singular systems: monotonical performance design

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