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The Resource Constrained Markov decision processes, Eitan Altman

Constrained Markov decision processes, Eitan Altman

Label
Constrained Markov decision processes
Title
Constrained Markov decision processes
Statement of responsibility
Eitan Altman
Creator
Subject
Language
eng
Cataloging source
Uk
http://library.link/vocab/creatorName
Altman, Eitan
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Stochastic modeling
http://library.link/vocab/subjectName
  • Statistical decision
  • Dynamic programming
  • Markov processes
Label
Constrained Markov decision processes, Eitan Altman
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- pt. 1. Finite MDPs -- 2. Markov decision processes -- 3. The discounted cost -- 4. The expected average cost -- 5. Flow and service control in a single-server queue -- pt. 2. Infinite MDPs -- 6. MDPs with infinite state and action spaces -- 7. The total cost: classification of MDPs -- 8. The total cost: occupation measures and the primal LP -- 9. The total cost: Dynamic and Linear Programming -- 10. The discounted cost -- 11. The expected average cost -- 12. Expected average cost: Dynamic Programming and LP -- pt. 3. Asymptotic methods and approximations -- 13. Sensitivity analysis -- 14. Convergence of discounted constrained MDPs -- 15. Convergence as the horizon tends to infinity -- 16. State truncation and approximation -- App. Convergence of probability measures
Control code
980099210415
Dimensions
24 cm.
Extent
242 p.
Isbn
9780849303821
Lccn
lc99210415
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
ill.
Label
Constrained Markov decision processes, Eitan Altman
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- pt. 1. Finite MDPs -- 2. Markov decision processes -- 3. The discounted cost -- 4. The expected average cost -- 5. Flow and service control in a single-server queue -- pt. 2. Infinite MDPs -- 6. MDPs with infinite state and action spaces -- 7. The total cost: classification of MDPs -- 8. The total cost: occupation measures and the primal LP -- 9. The total cost: Dynamic and Linear Programming -- 10. The discounted cost -- 11. The expected average cost -- 12. Expected average cost: Dynamic Programming and LP -- pt. 3. Asymptotic methods and approximations -- 13. Sensitivity analysis -- 14. Convergence of discounted constrained MDPs -- 15. Convergence as the horizon tends to infinity -- 16. State truncation and approximation -- App. Convergence of probability measures
Control code
980099210415
Dimensions
24 cm.
Extent
242 p.
Isbn
9780849303821
Lccn
lc99210415
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
ill.

Library Locations

    • Harold Cohen LibraryBorrow it
      Ashton Street, Liverpool, L69 3DA, GB
      53.418074 -2.967913
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