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Uncertainty modeling and analysis in engineering and the sciences

Uncertainty modeling and analysis in engineering and the sciences

자료유형
단행본
개인저자
Ayyub, Bilal M. Klir, George J. , 1932-
서명 / 저자사항
Uncertainty modeling and analysis in engineering and the sciences / Bilal M. Ayyub, George J. Klir.
발행사항
Boca Raton, FL :   Chapman & Hall/CRC ,   2006.  
형태사항
378 p. : ill. ; 25 cm.
ISBN
1584886447 (acid-free paper) 9781584886440
서지주기
Includes bibliographical references (p. 353-368) and index.
일반주제명
Engineering mathematics. Uncertainty -- Mathematical models. Reliability (Engineering)
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010 ▼a 2005056046
020 ▼a 1584886447 (acid-free paper)
020 ▼a 9781584886440
035 ▼a (KERIS)REF000012427313
040 ▼a DLC ▼c DLC ▼d YDX ▼d BAKER ▼d TWU ▼d DLC ▼d 211009
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050 0 0 ▼a TA330 ▼b .A995 2006
082 0 0 ▼a 620.001/51 ▼2 22
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100 1 ▼a Ayyub, Bilal M.
245 1 0 ▼a Uncertainty modeling and analysis in engineering and the sciences / ▼c Bilal M. Ayyub, George J. Klir.
260 ▼a Boca Raton, FL : ▼b Chapman & Hall/CRC , ▼c 2006.
300 ▼a 378 p. : ▼b ill. ; ▼c 25 cm.
504 ▼a Includes bibliographical references (p. 353-368) and index.
650 0 ▼a Engineering mathematics.
650 0 ▼a Uncertainty ▼x Mathematical models.
650 0 ▼a Reliability (Engineering)
700 1 ▼a Klir, George J. , ▼d 1932-
945 ▼a KINS

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 620.00151 A989u 등록번호 121167099 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Systems, Knowledge, and Ignorance
Data Abundance and Uncertainty
Systems Framework
Knowledge
Ignorance
From Data to Knowledge for Decision Making

Encoding Data and Expressing Information
Introduction
Identification and Classification of Theories
Crisp Sets and Operations
Fuzzy Sets and Operations
Generalized Measures
Rough Sets and Operations
Gray Systems and Operations

Uncertainty and Information Synthesis
Synthesis for a Goal
Knowledge, Systems, Uncertainty, and Information
Measure Theory and Classical Measures
Monotone Measures and Their Classification
Dempster-Shafer Evidence Theory
Possibility Theory
Probability Theory
Imprecise Probabilities
Fuzzy Measures and Fuzzy Integrals

Uncertainty Measures
Introduction
Uncertainty Measures: Definition and Types
Nonspecificity Measures
Entropy-Like Measures
Fuzziness Measure
Application: Combining Expert Opinions

Uncertainty-Based Principles and Knowledge Construction
Introduction
Construction of Knowledge
Minimum Uncertainty Principle
Maximum Uncertainty Principle
Uncertainty Invariance Principle
Methods for Open-World Analysis

Uncertainty Propagation for Systems
Introduction
Fundamental Methods for Propagating Uncertainty
Propagation of Mixed Uncertainty Types

Expert Opinions and Elicitation Methods
Introduction
Terminology
Classification of Issues, Study Levels, Experts, and Process Outcomes
Process Definition
Need Identification for Expert Opinion Elicitation
Selection of Study Level and Study Leader
Selection of Peer Reviewers and Experts
Identification, Selection, and Development of Technical Issues
Elicitation of Opinions
Documentation and Communication

Visualization of Uncertainty
Introduction
Visualization Methods
Criteria and Metrics for Assessing Visualization Methods
Intelligent Agents for Icon Selection, Display, and Updating
Ignorance Markup Language

Appendix A: Historical Perspectives on Knowledge


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