A Boltzmann-Based Estimation of Distribution Algorithm for a General Resource Scheduling Model

Most researchers employed common functional models when managing scheduling problems with controllable processing times. However, in many complicated manufacturing systems with a high diversity of jobs, these functional resource models fail to reflect their specific characteristics. To fulfill these...

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Bibliographic Details
Published in:	IEEE transactions on evolutionary computation Vol. 19; no. 6; pp. 793 - 806
Main Authors:	Xinle Liang, Huaping Chen, Lozano, Jose A.
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.12.2015 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Approximation methods Boltzmann distribution Complexity theory Controllable processing times Discrete model Estimation Estimation of distribution algorithm Production scheduling Resource management Scheduling Simulation Sociology Boltzmann distribution scheduling controllable processing times discrete model estimation of distribution algorithm (EDA)
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
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