컨텐츠로 이동
Markov chains : models, algorithms and applications 해당 항목을 미리보기
닫기해당 항목을 미리보기
확인중입니다…

Markov chains : models, algorithms and applications

저자: Wai Ki Ching
출판사: New York : Springer, 2013.
시리즈: International series in operations research & management science, v.189.
판/형식:   전자도서 : 문서 : 영어 : 2nd ed모든 판과 형식 보기
데이터베이스:WorldCat
요약:
"This new edition of Markov Chains: Models, Algorithms and Applications has been completely reformatted as a text, complete with end-of-chapter exercises, a new focus on management science, new applications of the models, and new examples with applications in financial risk management and modeling of financial data. This book consists of eight chapters. Chapter 1 gives a brief introduction to the classical theory on  더 읽기…
평가:

(아무런 평가가 없습니다.) 0 리뷰와 함께 - 첫번째로 올려주세요.

주제
다음과 같습니다:

 

온라인으로 문서 찾기

이 항목에 대한 링크

도서관에서 사본 찾기

&AllPage.SpinnerRetrieving; 해당항목을 보유하고 있는 도서관을 찾는 중

상세정보

장르/형태: Electronic books
자료 유형: 문서, 인터넷 자료
문서 형식: 인터넷 자원, 컴퓨터 파일
모든 저자 / 참여자: Wai Ki Ching
ISBN: 9781461463122 1461463122 1461463114 9781461463115
OCLC 번호: 838812431
해당 독자: "This book is aimed at senior undergraduate students, postgraduate students, professionals, practitioners, and researchers in applied mathematics, computational science, operational research, management science and finance, who are interested in the formulation and computation of queueing networks, Markov chain models and related topics. Readers are expected to have some basic knowledge of probability theory, Markov processes and matrix theory."--Publisher description.
설명: 1 online resource (xvi, 243 pages) : illustrations.
내용: Introduction --
Queueing Systems and the Web --
Manufacturing and Re-manufacturing Systems --
A Hidden Markov Model for Customer Classification --
Markov Decision Processes for Customer Lifetime Value --
Higher-Order Markov Chains --
Multivariate Markov Chains --
Hidden Markov Chains.
일련 제목: International series in operations research & management science, v.189.
책임: Wai-Ki Ching [and others].

초록:

This new edition is expanded and updated, complete with end-of-chapter exercises. Outlines the recent development of Markov chain models for modeling queueing systems, manufacturing and  더 읽기…

리뷰

편집자의 리뷰

출판사 줄거리

From the reviews of the First Edition: "The authors outline recent developments of Markov chain models ... . This book is aimed at students, professionals, practitioners, and researchers in 더 읽기…

 
사용자-기여 리뷰
GoodReads 리뷰 가져오는 중…
DOGObooks 리뷰를 가지고 오는 중…

태그

첫번째 되기
요청하신 것을 확인하기

이 항목을 이미 요청하셨을 수도 있습니다. 만약 이 요청을 계속해서 진행하시려면 Ok을 선택하세요.

링크된 데이터


Primary Entity

<http://www.worldcat.org/oclc/838812431> # Markov chains models, algorithms and applications
    a schema:CreativeWork, schema:MediaObject, schema:Book ;
    library:oclcnum "838812431" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/nyu> ;
    library:placeOfPublication <http://dbpedia.org/resource/New_York_City> ; # New York
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/economics_management_science> ; # Economics/Management Science
    schema:about <http://id.worldcat.org/fast/1046387> ; # Operations research
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/operations_research> ; # Operations research
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/affaires> ; # Affaires
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/markov_processes> ; # Markov processes
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/economics> ; # Economics
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/science_economique> ; # Science économique
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/probability_theory_and_stochastic_processes> ; # Probability Theory and Stochastic Processes
    schema:about <http://id.worldcat.org/fast/895600> ; # Distribution (Probability theory)
    schema:about <http://id.worldcat.org/fast/902116> ; # Economics
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/operation_research_decision_theory> ; # Operation Research/Decision Theory
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/business_&_economics_decision_making_&_problem_solving> ; # BUSINESS & ECONOMICS--Decision-Making & Problem Solving
    schema:about <http://dewey.info/class/658.40301/e23/> ;
    schema:about <http://id.worldcat.org/fast/1010347> ; # Markov processes
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/operations_research_management_science> ; # Operations Research, Management Science
    schema:about <http://experiment.worldcat.org/entity/work/data/287576671#Topic/distribution_probability_theory> ; # Distribution (Probability theory)
    schema:bookEdition "2nd ed." ;
    schema:bookFormat schema:EBook ;
    schema:contentRating ""This book is aimed at senior undergraduate students, postgraduate students, professionals, practitioners, and researchers in applied mathematics, computational science, operational research, management science and finance, who are interested in the formulation and computation of queueing networks, Markov chain models and related topics. Readers are expected to have some basic knowledge of probability theory, Markov processes and matrix theory."--Publisher description." ;
    schema:contributor <http://viaf.org/viaf/117366008> ; # Wai Ki Ching
    schema:datePublished "2013" ;
    schema:description ""This new edition of Markov Chains: Models, Algorithms and Applications has been completely reformatted as a text, complete with end-of-chapter exercises, a new focus on management science, new applications of the models, and new examples with applications in financial risk management and modeling of financial data. This book consists of eight chapters. Chapter 1 gives a brief introduction to the classical theory on both discrete and continuous time Markov chains. The relationship between Markov chains of finite states and matrix theory will also be highlighted. Some classical iterative methods for solving linear systems will be introduced for finding the stationary distribution of a Markov chain. The chapter then covers the basic theories and algorithms for hidden Markov models (HMMs) and Markov decision processes (MDPs). Chapter 2 discusses the applications of continuous time Markov chains to model queueing systems and discrete time Markov chain for computing the PageRank, the ranking of websites on the Internet. Chapter 3 studies Markovian models for manufacturing and re-manufacturing systems and presents closed form solutions and fast numerical algorithms for solving the captured systems. In Chapter 4, the authors present a simple hidden Markov model (HMM) with fast numerical algorithms for estimating the model parameters. An application of the HMM for customer classification is also presented. Chapter 5 discusses Markov decision processes for customer lifetime values. Customer Lifetime Values (CLV) is an important concept and quantity in marketing management. The authors present an approach based on Markov decision processes for the calculation of CLV using real data. Chapter 6 considers higher-order Markov chain models, particularly a class of parsimonious higher-order Markov chain models. Efficient estimation methods for model parameters based on linear programming are presented. Contemporary research results on applications to demand predictions, inventory control and financial risk measurement are also presented. In Chapter 7, a class of parsimonious multivariate Markov models is introduced. Again, efficient estimation methods based on linear programming are presented. Applications to demand predictions, inventory control policy and modeling credit ratings data are discussed. Finally, Chapter 8 re-visits hidden Markov models, and the authors present a new class of hidden Markov models with efficient algorithms for estimating the model parameters. Applications to modeling interest rates, credit ratings and default data are discussed."--Publisher description."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/287576671> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/287576671#Series/international_series_in_operations_research_&_management_science> ; # International series in operations research & management science ;
    schema:isPartOf <http://worldcat.org/issn/0884-8289> ; # International series in operations research & management science,
    schema:name "Markov chains models, algorithms and applications"@en ;
    schema:productID "838812431" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/838812431#PublicationEvent/new_york_springer_2013> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/287576671#Agent/springer> ; # Springer
    schema:url <http://public.eblib.com/choice/publicfullrecord.aspx?p=1205306> ;
    schema:url <http://www.myilibrary.com?id=789841> ;
    schema:url <http://dx.doi.org/10.1007/978-1-4614-6312-2> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=565965> ;
    schema:url <http://site.ebrary.com/id/10683945> ;
    schema:workExample <http://worldcat.org/isbn/9781461463115> ;
    schema:workExample <http://dx.doi.org/10.1007/978-1-4614-6312-2> ;
    schema:workExample <http://worldcat.org/isbn/9781461463122> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/838812431> ;
    .


Related Entities

<http://dbpedia.org/resource/New_York_City> # New York
    a schema:Place ;
    schema:name "New York" ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Series/international_series_in_operations_research_&_management_science> # International series in operations research & management science ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/838812431> ; # Markov chains models, algorithms and applications
    schema:name "International series in operations research & management science ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Topic/business_&_economics_decision_making_&_problem_solving> # BUSINESS & ECONOMICS--Decision-Making & Problem Solving
    a schema:Intangible ;
    schema:name "BUSINESS & ECONOMICS--Decision-Making & Problem Solving"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Topic/distribution_probability_theory> # Distribution (Probability theory)
    a schema:Intangible ;
    schema:name "Distribution (Probability theory)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Topic/economics_management_science> # Economics/Management Science
    a schema:Intangible ;
    schema:name "Economics/Management Science"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Topic/operation_research_decision_theory> # Operation Research/Decision Theory
    a schema:Intangible ;
    schema:name "Operation Research/Decision Theory"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Topic/operations_research> # Operations research
    a schema:Intangible ;
    schema:name "Operations research"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Topic/operations_research_management_science> # Operations Research, Management Science
    a schema:Intangible ;
    schema:name "Operations Research, Management Science"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Topic/probability_theory_and_stochastic_processes> # Probability Theory and Stochastic Processes
    a schema:Intangible ;
    schema:name "Probability Theory and Stochastic Processes"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/287576671#Topic/science_economique> # Science économique
    a schema:Intangible ;
    schema:name "Science économique"@en ;
    .

<http://id.worldcat.org/fast/1010347> # Markov processes
    a schema:Intangible ;
    schema:name "Markov processes"@en ;
    .

<http://id.worldcat.org/fast/1046387> # Operations research
    a schema:Intangible ;
    schema:name "Operations research"@en ;
    .

<http://id.worldcat.org/fast/895600> # Distribution (Probability theory)
    a schema:Intangible ;
    schema:name "Distribution (Probability theory)"@en ;
    .

<http://id.worldcat.org/fast/902116> # Economics
    a schema:Intangible ;
    schema:name "Economics"@en ;
    .

<http://viaf.org/viaf/117366008> # Wai Ki Ching
    a schema:Person ;
    schema:birthDate "1969" ;
    schema:familyName "Ching" ;
    schema:givenName "Wai Ki" ;
    schema:name "Wai Ki Ching" ;
    .

<http://worldcat.org/isbn/9781461463115>
    a schema:ProductModel ;
    schema:isbn "1461463114" ;
    schema:isbn "9781461463115" ;
    .

<http://worldcat.org/isbn/9781461463122>
    a schema:ProductModel ;
    schema:isbn "1461463122" ;
    schema:isbn "9781461463122" ;
    .

<http://worldcat.org/issn/0884-8289> # International series in operations research & management science,
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/838812431> ; # Markov chains models, algorithms and applications
    schema:issn "0884-8289" ;
    schema:name "International series in operations research & management science," ;
    .


Content-negotiable representations

윈도우 닫기

WorldCat에 로그인 하십시오 

계정이 없으세요? 아주 간단한 절차를 통하여 무료 계정을 만드실 수 있습니다.