Review on ensemble meta-heuristics and reinforcement learning for manufacturing scheduling problems

Computers & Electrical Engineering, Год журнала: 2024, Номер 120, С. 109780 - 109780

Опубликована: Окт. 18, 2024

Язык: Английский

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Improved Jaya algorithm for energy-efficient distributed heterogeneous permutation flow shop scheduling

The Journal of Supercomputing, Год журнала: 2025, Номер 81(2)

Опубликована: Янв. 24, 2025

Язык: Английский

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Three stage based reinforcement learning for combining multiple metaheuristic algorithms

Swarm and Evolutionary Computation, Год журнала: 2025, Номер 95, С. 101935 - 101935

Опубликована: Апрель 14, 2025

Язык: Английский

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A Q-learning-based multi-population algorithm for multi-objective distributed heterogeneous assembly no-idle flowshop scheduling with batch delivery

Expert Systems with Applications, Год журнала: 2024, Номер 263, С. 125690 - 125690

Опубликована: Ноя. 12, 2024

Язык: Английский

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Q-learning-driven multi-population cooperative evolutionary algorithm with local search for scheduling of network-shared manufacturing resources

Computers & Operations Research, Год журнала: 2025, Номер unknown, С. 107076 - 107076

Опубликована: Март 1, 2025

Язык: Английский

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A matheuristic-based self-learning approach for distributed heterogeneous assembly flowshop scheduling with multiple assembly factories and make-to-order delivery

Swarm and Evolutionary Computation, Год журнала: 2025, Номер 97, С. 101996 - 101996

Опубликована: Июнь 5, 2025

Язык: Английский

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Multi-objective grey wolf optimizer based on reinforcement learning for distributed hybrid flowshop scheduling towards mass personalized manufacturing

Expert Systems with Applications, Год журнала: 2024, Номер 264, С. 125866 - 125866

Опубликована: Ноя. 26, 2024

Язык: Английский

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The Role of Oil Painting Landscape Sketching Class in Art Education in the Context of Big Data Technology

Applied Mathematics and Nonlinear Sciences, Год журнала: 2024, Номер 9(1)

Опубликована: Янв. 1, 2024

Abstract The oil painting landscape sketching course is one of the required courses for teaching art majors, which has unique aesthetic value and artistic charm in teaching. Based on multimedia big data, this paper designs mode constructs an evaluation system effect random forest method used to calculate importance assessment indexes rank them, then a model constructed based one-dimensional convolutional neural network assess application proposed model. results experiment show that scores dimensions artwork cognition (P<0.05), externalization practice affective experience (P<0.05) students experimental class taught environment are higher than those control traditional mode. It was also found abstract or figurative artworks did not have significant effect, background music narration data showed greater positive sketching. This lays foundation development good thinking among education provides reference path effective education.

Язык: Английский

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ERLNEIL-MDP: Evolutionary reinforcement learning with novelty-driven exploration for medical data processing

Swarm and Evolutionary Computation, Год журнала: 2024, Номер 91, С. 101769 - 101769

Опубликована: Окт. 31, 2024

Язык: Английский

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A reinforcement learning hyper-heuristic algorithm for the distributed flowshops scheduling problem under consideration of emergency order insertion

Applied Soft Computing, Год журнала: 2024, Номер 167, С. 112461 - 112461

Опубликована: Ноя. 13, 2024

Язык: Английский

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