Last edited by Kagazahn
Wednesday, July 15, 2020 | History

1 edition of Optimal Control and Optimization of Stochastic Supply Chain Systems found in the catalog.

Optimal Control and Optimization of Stochastic Supply Chain Systems

by Dong-Ping Song

  • 256 Want to read
  • 15 Currently reading

Published by Springer London, Imprint: Springer in London .
Written in English

    Subjects:
  • Control,
  • Engineering Economics, Organization, Logistics, Marketing,
  • Calculus of Variations and Optimal Control; Optimization,
  • Engineering economy,
  • Engineering,
  • Machinery,
  • Manufacturing, Machines, Tools,
  • Mathematical optimization,
  • Production/Logistics/Supply Chain Management

  • Edition Notes

    Statementby Dong-Ping Song
    SeriesAdvances in Industrial Control
    ContributionsSpringerLink (Online service)
    Classifications
    LC ClassificationsTA177.4-185
    The Physical Object
    Format[electronic resource] /
    PaginationXIX, 271 p. 61 illus., 2 illus. in color.
    Number of Pages271
    ID Numbers
    Open LibraryOL27078953M
    ISBN 109781447147244

    A cost optimization model of supply chain distribution system is proposed for a single product. The demand per day and the lead-time are assumed to be stochastic variables. Cost optimization problems of distribution systems with multiple manufacturers, an intermediate warehouse and multiple distributors are studied, under the restricted service level that the distributor must meet customer's. We formulate a nite-horizon multistage stochastic linear program model for tactical supply chain planning problems and study the e ect of random demands on expected pro t, through appropriate material ow and inventory allocation. The associated deterministic model is a capacitated Leontief substitution system.

    Sawik [23, 24] proposed a new stochastic MIP approach to integrated selection of supply portfolio and scheduling of customer orders in a supply chain under all-or-nothing disruption risks. The stochastic MIP formulations were further enhanced by Sawik [ 25 ] to jointly optimize supply portfolio and production and distribution of finished products. "The Workshop Stochastic Models and Optimization in May , forms the basis of the present volume. 14 papers from about 60 presentations at the workshop were selected and thoroughly revised making self-contained chapters of a book for a broad audience.

      Energy supply chain optimization presents a major challenge for system engineers due to the multi-scale nature and significant uncertainties. For problems in which an entire network structure is to be fixed a priori and uncertainties can be described by a relatively small number of scenarios, the two-stage stochastic programming framework can. Stochastic Modeling of Supply Chain Management Systems: /ch Logistics is that part of the supply chain process that plans, implements, and controls the efficient, effective flow and storage of goods, services, and.


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Optimal Control and Optimization of Stochastic Supply Chain Systems by Dong-Ping Song Download PDF EPUB FB2

Optimal Control and Optimization of Stochastic Supply Chain Systems (Advances in Industrial Control) [Song, Dong-Ping] on *FREE* shipping on qualifying offers. Optimal Control and Optimization of Stochastic Supply Chain Systems (Advances in Industrial Control)Cited by: Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject the context of the presence of a variety of uncertainties.

Numerous examples with intuitive illustrations and tables are provided, to demonstrate the structural characteristics of the optimal control policies in various stochastic supply chains and to show how to make use of these characteristics to construct easy-to-operate sub-optimal policies.

Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject in the context of the presence of a variety of uncertainties. Numerous examples with intuitive illustrations and tables are provided, to demonstrate the structural characteristics of the optimal control policies in various stochastic supply chains and to show how to make use of these characteristics to construct easy-to-operate sub-optimal policies.

This book demonstrates the structural characteristics of the optimal control policies in various stochastic supply chains and to shows how to make use of these characteristics to construct easy-to-operate sub-optimal policies.

"Optimal Control and Optimization of Stochastic Supply Chain Systems" examines its subject the context of the presence of a variety of uncertainties. Optimal control and optimization of stochastic supply chain systems Subject: London [u.a.], Springer, Keywords: Signatur des Originals (Print): T 13 B Digitalisiert von der TIB, Hannover, Created Date: 7/16/ AM.

Buy Optimal Control and Optimization of Stochastic Supply Chain Systems (Advances in Industrial Control) by Song, Dong-Ping (ISBN: ) from Amazon's Book Store. Everyday low prices and free delivery on eligible orders.

Important types of uncertainties that may affect supply chain performance are then discussed. This is followed by an introduction of channel relationships in the supply chain. Then, the focus of the book, optimal control and optimization of stochastic supply chain systems Author: Dong-Ping Song.

Stochastic control systems can be formulated as Markov Decision Problems (MDPs) with continuous state spaces and therefore we can apply the direct-comparison based optimization approach to solve. livestock and shery management, supply chain optimization, internet ad display, data center scheduling, and many, many more.

In this course, we will explore the problem of optimal sequential decision making under uncertainty over multiple stages { stochastic optimal control. We will discuss di erent approaches to modeling, estimation. springer, Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject the context of the presence of a variety of uncertainties.

Numerous examples with intuitive illustrations and tables are provided, to demonstrate the structural characteristics of the optimal control policies in various stochastic supply chains and to show how to make use of these characteristics.

Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject the context of the presence of a variety of : Springer London. Download PDF Optimal Control and Optimization of Stochastic Supply Chain Systems Description Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject the context of the presence of a variety of uncertainties.

Summary: "Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject in the context of the presence of a variety of uncertainties. Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject in the context of the presence of a variety of uncertainties.

Introduction to stochastic control, with applications taken from a variety of areas including supply-chain optimization, advertising, finance, dynamic resource allocation, caching, and traditional automatic control.

Markov decision processes, optimal policy with full state information for finite-horizon case, infinite-horizon discounted, and. Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject the context of the presence of a variety of : Dong-Ping Song.

Optimal supply chain design and operations under multi‐scale uncertainties: Nested stochastic robust optimization modeling framework and solution algorithm Dajun Yue Dept. of Chemical and Biological Engineering, Northwestern University, Evanston, IL, livestock and shery management, supply chain optimization, internet ad display, data center scheduling, and many, many more.

In this course, we will explore the problem of optimal sequential decision making under constraints and un-certainty over multiple stages { stochastic optimal control.

We will discuss di erent approaches to modeling. Free 2-day shipping on qualified orders over $ Buy Advances in Industrial Control: Optimal Control and Optimization of Stochastic Supply Chain Systems (Hardcover) at nd: Dong-Ping Song. Song, Optimal Control and Optimization of Stochastic Supply Chain Systems,Buch, Bücher schnell und portofrei.For a three-echelon stochastic inventory system in the supply chain, it is difficult to get optimal inventory control policies by analytical methods.

The paper sets up an optimization model, which is built on the basis of the discrete event system simulation theory. The simulation-based optimization method is used to solve the problem by combining the simulation model and the particle swarm.Description: Optimal Control and Optimization of Stochastic Supply Chain Systems examines its subject the context of the presence of a variety of uncertainties.