Dynamic And Stochastic Multi Project Planning

Author: Philipp Melchiors
Publisher: Springer
ISBN: 3319045407
Size: 78.44 MB
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Stochastic dynamic programming and the control of queueing systems (Wiley
series in probability and statistics). New York: ... Exact algorithms for a
generalization of the order acceptance and scheduling problem in a single-
machine environment. ... Approximate dynamic programming for networks: Fluid
models and constraint reduction. ... Towards intelligent manufacturing planning
and control systems.

Advances In Stochastic Dynamic Programming For Operations Management

Author: Frank Schneider
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832536337
Size: 36.95 MB
Format: PDF, Docs
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In all three chapters we considered complex stochastic planning problems, in
which our objective was to provide ... This is the core discipline of operations
management; operating production and service processes optimally. ... The field
of self-learning algorithms, to which approximate dynamic programming belongs,
provides relatively new approaches to cope with highly complex decision

Re Engineering Manufacturing For Sustainability

Author: Andrew Y. C. Nee
Publisher: Springer Science & Business Media
ISBN: 9814451487
Size: 42.87 MB
Format: PDF, Mobi
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Production. Planning. and. Inventory. Control. of. a. Two-Product. Recovery.
System. Jie Pan, Yi Tao, Loo Hay Lee, and Ek Peng Chew ... A periodic review
inventory problem is addressed on the two-product recovery system with
stochastic demands and returns over a finite ... Two-product Recovery System;
Threshold Policy; Approximate Dynamic Programming; Infinitesimal Perturbation
Analysis 20th ...

Stochastic Decomposition

Author: Julia L. Higle
Publisher: Springer Science & Business Media
ISBN: 1461541158
Size: 25.34 MB
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However, there are many applications, such as the telecommunications planning problem discussed in this book, where a handful of seenarios do not capture variability well enough to provide a reasonable model of the actual decision-making ...

Optimal Flow Control In Manufacturing Systems

Author: O. Maimon
Publisher: Springer Science & Business Media
ISBN: 1475728344
Size: 60.45 MB
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straight-forward manner, while nonlinear but convex cost assumptions lead either
to an approximation or a dynamic programming formulation. In this book we
formulate and solve aggregate production and capacity planning problems by ...

Encyclopedia Of Optimization

Publisher: Springer Science & Business Media
ISBN: 0792369327
Size: 69.48 MB
Format: PDF, ePub
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diagrams in facility location; Warehouse location problem) production functions [
49-XX, 60Jxx, 65Ux, 91B32, 92D30, ... for epidemic control) production planning [
90-01, 90B30, 90B50, 91B32, 91B52, 91B74J (see; Bilevel programming in ...
equations) programmed problem of spot rate estimation see: r — programming
see: analytical approximation of linear — ... in a nonlinear — ; dynamic
programming: Algorithms see: Bilevel — programming and applications in
finance see: Semi- ...

Introduction To Stochastic Programming

Author: John R. Birge
Publisher: Springer Science & Business Media
ISBN: 1461402379
Size: 29.18 MB
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336 Part IV Approximation and Sampling Methods 8 10 Evaluating and
Approximating Expectations . . . . . . . . . . . . . . . . . . . . . . 341 ... 346 8.3 Using
Bounds in Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 352 8.4 Bounds in
Chance-Constrained Problems. ... 432 10.5 Approximate Dynamic Programming
and Special Cases . ... 441 d. Nonlinear bounds and a production planning
example . . xviii Contents.

Decision Theory Models For Applications In Artificial Intelligence Concepts And Solutions

Author: Sucar, L. Enrique
Publisher: IGI Global
ISBN: 160960167X
Size: 19.17 MB
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Problems where this situation arises include capacity planning, production
planning, transportation and logistics, financial ... community, as indicated by a
series of advances in approximate dynamic programming motivated by such
applications (Powell, 2007; Csáji & Monostori, 2008). ... Many details relative to
optimization algorithms and specific problem classes have been left aside in our

Production Planning By Mixed Integer Programming

Author: Yves Pochet
Publisher: Springer Science & Business Media
ISBN: 0387299599
Size: 24.74 MB
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Exercise 7.8 Use the multicommodity reformulation of LS-U, introduced in Section
4.1.1, to construct an approximate ... The term regeneration point has been taken
from the probability literature and the study of renewal processes, and its
application to inventory management problems, ... Section 7.3 In [188], Wagner
and Whitin presented an O(n2) dynamic programming algorithm for LS-U. In the
early ...