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Keywords: Algorithms
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Journal Articles
Journal of Modelling in Management (2024) 19 (6): 1907–1926.
Published: 21 May 2024
... planning horizon similar to the dynamic facility layout problem. A hybrid genetic algorithm-based approach integrated with local search heuristic methods is also proposed to improve the solution. Findings This paper finds that the DPLP model is effective in modeling the changing layout of a digital...
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Journal Articles
Journal of Modelling in Management (2021) 16 (4): 1054–1069.
Published: 27 August 2021
..., we perform the calibration of our models through simulated and actual data from the Fish Pool with accompanying model validation diagnostics. Finally, Section 5 concludes. Algorithms Decision support systems Forecasting Markov chain Price data Fisheries Multi-factor model Regime-switching...
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Journal Articles
Journal of Modelling in Management (2021) 16 (2): 714–727.
Published: 04 September 2020
... two algorithms, namely, multi-objective genetic and multi-objective particle swarm. In this research, to integrate sustainable supplier selection and optimization of sustainability performance indicators in supply chain network design considering minimization of cost and time and maximization...
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Journal of Modelling in Management (2020) 15 (4): 1613–1653.
Published: 21 July 2020
... that the results obtained from the colonial competition algorithm have higher quality than the genetic algorithm. This quality of results includes relative percentage deviation and computational time of the algorithm and it is shown that the computational time of the colonial competition algorithm is significantly...
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Journal of Modelling in Management (2018) 13 (3): 570–586.
Published: 14 September 2018
... level, economic structure, population, urbanization, technological progress, regulations and policies, air temperature and electricity price. According to the data availability, this paper selects nine variables as the predictors for electricity demand forecasting as follows: Planning Algorithms...
Journal Articles
Journal of Modelling in Management (2017) 12 (3): 364–385.
Published: 14 August 2017
... as the base of the earned attention measure. An evolutionary algorithm – a memetic algorithm – is applied to identify strategies that aim to maximize earned attention. Computational analysis is performed resorting to simulated data, and the memetic algorithm is assessed through the comparison with a standard...
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