rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Handbook of Operations Analytics Using Data Envelopment Analysis
  name:
    name part: Hwang, Shiuh-Nan.
    role:
      role term: editor.
  name:
    name part: Lee, Hsuan-Shih.
    role:
      role term: editor.
  name:
    name part: Zhu, Joe.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2016
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIII, 506 p. 64 illus., 35 illus. in color. online resource.
  abstract: This handbook focuses on Data Envelopment Analysis (DEA) applications in operations analytics which are fundamental tools and techniques for improving operation functions and attaining long-term competitiveness. In fact, the handbook demonstrates that DEA can be viewed as Data Envelopment Analytics. Chapters include a review of cross-efficiency evaluation; a case study on measuring the environmental performance of OECS countries; how to select a set of performance metrics in DEA with an application to American banks; a relational network model to take the operations of individual periods into account in measuring efficiencies; how the efficient frontier methods DEA and stochastic frontier analysis (SFA) can be used synergistically; and how to integrate DEA and multidimensional scaling. In other chapters, authors construct a dynamic three-stage network DEA model; a bootstrapping based methodology to evaluate returns to scale and convexity assumptions in DEA; hybridizing DEA and cooperative games; using DEA to represent the production technology and directional distance functions to measure band performance; an input-specific Luenberger energy and environmental productivity indicator; and the issue of reference set by differentiating between the uniquely found reference set and the unary and maximal types of the reference set. Finally, additional chapters evaluate and compare the technological advancement observed in different hybrid electric vehicles (HEV) market segments over the past 15 years; radial measurement of efficiency for the production process possessing multi-components under different production technologies; issues around the use of accounting information in DEA; how to use DEA environmental assessment to establish corporate sustainability; a summary of research efforts on DEA environmental assessment applied to energy in the last 30 years; and an overview of DEA and how it can be utilized alone and with other techniques to investigate corporate environ…
  table of contents: Ranking Decision Making Units: The Cross-Efficiency Evaluation -- Data Envelopment Analysis for Measuring Environmental Performance -- Input and Output Search in DEA: The Case of Financial Institutions -- Multi-period efficiency measurement with fuzzy data and weight restrictions -- Pitching DEA against SFA in the context of Chinese domestic versus foreign banks -- Assessing organizations’ efficiency adopting complementary perspectives – an empirical analysis through Data Envelopment Analysis and Multidimensional Scaling, with an application to Higher Education -- Capital Stock and Performance of R&D Organizations: A Dynamic DEA-ANP Hybrid Approach -- Evaluating Returns to Scale and Convexity in DEA via Bootstrap: A Case Study with Brazilian Port Terminals -- DEA and Cooperative Game Theory -- Measuring Bank Performance: From Static Black Box to Dynamic Network Models -- Evaluation and Decomposition of Energy and Environmental Productivity Change Using DEA -- Identifying the Global Reference Set in DEA: An Application to the Determination of Returns to Scale -- Technometrics Study Using DEA on Hybrid Electric Vehicles (HEVs) -- A Radial Framework for Estimating the Efficiency and Returns to Scale of a Multi-Component Production System in DEA -- DEA and Accounting Performance Measurement -- DEA Environmental Assessment (I): Concepts and Methodologies -- DEA Environmental Assessment (II): A Literature Study -- Corporate Environmental Sustainability and DEA.
  note: edited by Shiuh-Nan Hwang, Hsuan-Shih Lee, Joe Zhu.
  subject:
    topic: Business
  subject:
    topic: Operations research
  subject:
    topic: Decision making
  subject:
    topic: Management science
  subject:
    topic: Industrial engineering
  subject:
    topic: Production engineering
  subject:
    topic: Business and Management
  subject:
    topic: Operation Research/Decision Theory
  subject:
    topic: Operations Research, Management Science
  subject:
    topic: Industrial and Production Engineering
  classification: HD30.23
  classification: 658.40301
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: International Series in Operations Research & Management Science, 239
  identifier: 9781489977052
  identifier: http://dx.doi.org/10.1007/978-1-4899-7705-2
  record info:
    record creation date: 160701
    record change date: 20160701180742.0
    record identifier: 978-1-4899-7705-2