GENETIC ALGORITHMS FOR SINGLE MACHINE JOB SCHEDULING WITH COMMON DUE DATE AND SYMMETRIC PENALTIES
نویسندگان
چکیده
منابع مشابه
Genetic Algorithms for Single Machine Job Scheduling with Common Due Date and Symmetric Penalties
A single machine n-job scheduling problem is examined to minimize sum of absolute deviations of completion times from a common due date. Simple and hybrid genetic Algorithms are developed by investigating basic operators for the applications of job sequencing problems. For the simple genetic algorithm two heuristic crossover schemes: Algorithm VASX and Algorithm VADX are developed based on impo...
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We consider the problem of scheduling of n jobs to minimize the total earliness and tardiness penalty. The scheduling objective is to minimize the sum of job dependent earliness and tardiness penalties.. After determining the scheduling for single machine common due date, using neural network, the result shows that the neural network solution performs very well.
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This paper studies the single machine scheduling problem for minimizing the expected total weighted deviations of completion times from random common due date. Jobs have exponentially distributed processing times and the common due date is a generalized Erlang distribution. The optimal schedules are shown to be ⁄-shaped. Moreover, we give the optimal schedules when the machine is subject to sto...
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Scheduling problems involving both earliness and tardiness costs became more important in recent years. This kind of problems include both earliness and tardiness penalties and tries to reduce them. In this study a case study from real world is investigated. Since the machine is bottle neck in the production line and all jobs have a common restrictive due date and different earliness and tardin...
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Research on non-regular performance measures is at best scarce in the deterministic machine scheduling literature with machine unavailability constraints. Moreover, almost all existing works in this area assume either that processing on jobs interrupted by an interval of machine unavailability may be resumed without any additional setup/processing or that all prior processing is lost. In this w...
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ژورنال
عنوان ژورنال: Journal of the Operations Research Society of Japan
سال: 1994
ISSN: 0453-4514,2188-8299
DOI: 10.15807/jorsj.37.83