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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Veröffentlicht in:	IEEE transactions on evolutionary computation Jg. 19; H. 6; S. 793 - 806
Hauptverfasser:	Xinle Liang, Huaping Chen, Lozano, Jose A.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.12.2015 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	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-Zugang:	Volltext
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