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A Column Generation Approach For Stochastic Optimization Problems. In the applications of a stochastic generalized assignment problem and a shift planning and scheduling problem with uncertain demand

Автор:   Yong M.W.
мягкая обложка
124 страниц
2009 год
Издательство:   Книга по Требованию
Цена:
2413 руб
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Описание:This book investigates the use of stochastic optimization models for a generalized assignment problem (GAP) with uncertain resource capacity and a shift planning and scheduling problem (SPSP) with unknown demand. For the SPSP, the number of full-time and part-time employees, as well as the number of full- time shifts by type, must be specified before the demand is known. To solve the associated stochastic integer problems, the column generation algorithms are developed. Penalties are incurred when the assignments do not permit all demand to be satisfied. In the second stage, feasibility is addressed by allocating overtime and calling in temporary workers to handle spikes in the mail volume. Models and methods that take uncertainty into account can lead to significant reductions in cost. For the GAP, the first stage decisions correspond to an assignment of jobs to agents. Understanding how uncertainty effects the dynamics and behavior of an organization is a critical aspect of system design. This book contains the development and analysis of stochastic integer models for the GAP and the SPSP and the estimation of the demand distributions from historical data.


Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка

2990 руб
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The Best American Crime Writing 2006

Almost immediately, Frank's application ran into problems.The applicant investigation unit discovered Frank had been fired from Wal-Mart and had lied about it on her application. Frank also scored poorly on two standardized psychological evaluations. The psychologist who reviewed Frank's tests recommended a psychiatric interview. Dr. Philip Scurria, a board-certified psychiatrist, evaluated Frank on fourteen characteristics relevant to the job of a police officer. He rated Frank as unacceptable or below average in most categories. In his report, Scurria wrote that Frank "seemed shallow and superficial." He concluded by saying, "I do not feel… that the applicant is suitable for the job of police officer." Apparently depressed over her faltering job prospects, Frank disappeared. She left a halfhearted suicide note addressed to her father. Her father filed a missing-person report with the police department, but Frank turned up the next day. Less than three weeks later, the police department hired her anyway. A Twisted Duo After Rogers LaCaze got out of the hospital he started getting regular visits from Antoinette Frank ...»

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