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      Non-Uniqueness of the Minimal Realization Problem Representation of the Markovian Arrival Process of Order 2 and Moment Fitting

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      https://www.riss.kr/link?id=A107841480

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      다국어 초록 (Multilingual Abstract)

      Markovian arrival processes (MAPs) can be represented in many different ways such as the Markovian representation, Laplace transform, Jordan representation, and minimal realization problem (MRP) representation, to name a few. The MRP representation is...

      Markovian arrival processes (MAPs) can be represented in many different ways such as the Markovian representation, Laplace transform, Jordan representation, and minimal realization problem (MRP) representation, to name a few. The MRP representation is given in two real-valued matrices (K’, R’) and can be used to determine the Markovian representation (D0, D₁) by similarity transformation. The MRP representation has been claimed to be unique but redundant. In this paper, we show that the MRP representation is not unique and then provide a non-redundant MRP representation of MAP(2)s. We also present closed-form formulas for the transformation from the MRP representation to the Markovian representation (D0, D₁) for MAP(2)s.

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      목차 (Table of Contents)

      • Abstract
      • 1. 서론
      • 2. Preliminaries
      • 3. The MRP Representation of MAP(2)s : Non-Uniqueness and Minimality
      • 4. Transformation from MRP Representation to Canonical form (D0, D₁)
      • Abstract
      • 1. 서론
      • 2. Preliminaries
      • 3. The MRP Representation of MAP(2)s : Non-Uniqueness and Minimality
      • 4. Transformation from MRP Representation to Canonical form (D0, D₁)
      • 5. Conclusions
      • References
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      참고문헌 (Reference)

      1 Casale, G., "Trace data characterization and fitting for Markov modeling" 67 (67): 61-79, 2010

      2 Van de Liefvoort, A., "The moment problem for continuous distributions, Technical Report" University of Missouri 1990

      3 Kim, S., "The characteristic polynomial and the Laplace representations of MAP(2)s" 33 (33): 30-47, 2017

      4 Diamond, J., "On approximating higher order MAPs with MAPs of order two" 34 : 269-288, 2000

      5 Ramıírez-Cobo, P., "Nonidentifiability of the two-state markovian arrival process" 47 (47): 630-649, 2010

      6 Bodrog, L., "Moment characterization of matrix exponential and Markovian arrival processes" 160 (160): 51-68, 2008

      7 Kim, S., "Minimal LST representations of MAP()s : moment fittings and queueing approximations" 63 (63): 549-561, 2016

      8 김선교, "Jordan Representation of the Markovian Arrival Process of Order 2 and Moments Fitting" 한국경영과학회 45 (45): 1-10, 2020

      9 Ramírez-Cobo, P., "A note on the dependence structure of the twostate Markovian arrival process" 49 (49): 295-302, 2012

      10 Telek, M., "A minimal representation of Markov arrival processes and a moments matching method" 64 (64): 1153-1168, 2007

      1 Casale, G., "Trace data characterization and fitting for Markov modeling" 67 (67): 61-79, 2010

      2 Van de Liefvoort, A., "The moment problem for continuous distributions, Technical Report" University of Missouri 1990

      3 Kim, S., "The characteristic polynomial and the Laplace representations of MAP(2)s" 33 (33): 30-47, 2017

      4 Diamond, J., "On approximating higher order MAPs with MAPs of order two" 34 : 269-288, 2000

      5 Ramıírez-Cobo, P., "Nonidentifiability of the two-state markovian arrival process" 47 (47): 630-649, 2010

      6 Bodrog, L., "Moment characterization of matrix exponential and Markovian arrival processes" 160 (160): 51-68, 2008

      7 Kim, S., "Minimal LST representations of MAP()s : moment fittings and queueing approximations" 63 (63): 549-561, 2016

      8 김선교, "Jordan Representation of the Markovian Arrival Process of Order 2 and Moments Fitting" 한국경영과학회 45 (45): 1-10, 2020

      9 Ramírez-Cobo, P., "A note on the dependence structure of the twostate Markovian arrival process" 49 (49): 295-302, 2012

      10 Telek, M., "A minimal representation of Markov arrival processes and a moments matching method" 64 (64): 1153-1168, 2007

      11 Bodrog, L., "A Markovian canonical form of second-order matrix-exponential processes" 190 (190): 459-477, 2008

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2026 평가예정 재인증평가 신청대상 (재인증)
      2020-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2017-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2013-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2006-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2004-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2001-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      1998-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.66 0.66 0.69
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.69 0.66 1.157 0.2
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