Theory of conditional random fields and its engineering application

Hitoshi Morikawa

[目次]

  • 論文目録
  • Table of Contents / p5
  • SUMMARY / p1
  • ACKNOWLEDGMENTS / p3
  • TABLE OF CONTENTS / p5
  • LIST OF TABLES / p9
  • LIST OF FIGURES / p11
  • 1 INTRODUCTION / p1
  • 1.1 General Remarks / p1
  • 1.2 Conditioned Problems in Stochastic Engineering Phenomena / p2
  • 1.3 Engineering Significance of the Theory of Conditional Random Fields / p6
  • 1.4 Review of Previous Studies on Conditional Random Fields / p12
  • 1.5 Outline of this Dissertation / p13
  • 2 BASIC THEORY OF CONDITIONAL RANDOM FIELDS / p15
  • 2.1 General Remarks / p15
  • 2.2 Statement of the Problem / p16
  • 2.3 Analytical Reduction of Conditioned Stochastic Processes / p17
  • 2.4 Fourier Coefficients,Harmonic Amplitudes and Phase Angles of Con-ditioned Stochastic Processes / p34
  • 2.5 Conclusions of Chapter2 / p40
  • 3 EXTENDED DEVELOPMENT OF THE THEORY OF CONDITlONAL RANDOM FIELDS / p43
  • 3.1 General Remarks / p43
  • 3.2 Monte Carlo Simulation Method of Conditional Random Fields / p44
  • 3.3 First Passage Solution / p46
  • 3.4 Stochastic Interpolation of Ground Motion Spectra / p52
  • 3.5 Conditioned Stochastic Processes with Stochastic Spectra / p66
  • 3.6 Conclusions of Chapter3 / p73
  • 4 APPLICATION OF STOCHASTIC INTERPOLATION TO SELECTED TOPICS / p75
  • 4.1 General Remarks / p75
  • 4.2 Application to Wind Speed Fluctuation in a Wind Tunnel / p75
  • 4.3 Application to Microseisms(Long Period Microtremors) / p87
  • 4.4 Conclusions of Chapter4 / p102
  • 5 STOCHASTIC INTERPOLATION OF EARTHQUAKE GROUND MOTION / p103
  • 5.1 General Remarks / p103
  • 5.2 Conditional Simulation of Ground Motion / p103
  • 5.3 Stochastic Interpolation of Ground Motion Spectra / p111
  • 5.4 Conclusions of Chapter5 / p118
  • 6 CONCLUSIONS / p121
  • REFERENCES / p125
  • APPENDICES / p139
  • A NOTATIONS / p141
  • B RECURRENT REPRESENTATION FOR STATIONARY GAUSSIAN PROCESSES / p147
  • B.1 Recurrent Representation of Stationary Gaussian Processes / p147
  • B.2 Truncated Recurrent Processes for Numerical Simulation / p149
  • B.3 Relation between the TR and AR Processes / p150
  • C CONDITIONAL MEANS AND VARIANCES OF FOURIER COEFFICIENTS / p153
  • C.1 Conditional Mean Values / p153
  • C.2 Conditional Variances / p154
  • D BASIC CONCEPT ON UPDATING SPECTRAL RATIO / p155
  • E 1ST AND 2ND ORDER MOMENTS OF STANDARD DEVIATION OF Un(t∣cnd.) / p157
  • F RELATION BETWEEN THE STOCHASTIC PROCESSES WITH STOCHASTIC AND FIXED SPECTRA / p159
  • F.1 Conditional Mean / p159
  • F.2 Conditional Variance / p160

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この本の情報

書名 Theory of conditional random fields and its engineering application
著作者等 盛川 仁
書名別名 条件付確率場の理論とその工学的応用
出版元 [s.n.]
刊行年月 1996
ページ数 xiv, 160 p.
大きさ 26 cm
NCID BB04903512
※クリックでCiNii Booksを表示
言語 英語
出版国 不明
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