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  1. 1361

    Research on Optimizing Elevator Operation Management Strategy Based on Mathematical Model Algorithm by Zhu Rongzhen

    Published 2024-01-01
    “…This article aims to study the optimized configuration scheme of four elevators in a 33-story building, to achieve the optimization of waiting time and running time. …”
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    Research on task offloading algorithm of mobile edge computing based on deep reinforcement learning in SDCN by Shouhua JIANG, Yiwu WANG

    Published 2024-02-01
    “…With the continuous development of network technology, the network topology distributed network control mode based on Fat-Tree gradually reveals its limitations.Software-defined data center network (SDCN) technology, as an improved technology of Fat-Tree network topology, has attracted more and more researchers’ attention.Firstly, an edge computing architecture in SDCN and a task offloading model based on the three-layer service architecture of the mobile edge computing (MEC) platform were built, combined with the actual application scenarios of the MEC platform.Through the same strategy experience playback and entropy regularization, the traditional deep Q-leaning network (DQN) algorithm was improved, and the task offloading strategy of MEC platform was optimized.An improved DQN algorithm based on same strategy empirical playback and entropy regularization (RSS2E-DQN) was compared with three other algorithms in load balancing, energy consumption, delay and network usage.It is verified that the improved algorithm has better performance in the above four aspects.…”
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  4. 1364

    A bibliometric analysis of computational and mathematical techniques in the cocoa sustainable food value chain by Leonardo H. Talero-Sarmiento, Diana T. Parra-Sanchez, Henry Lamos-Diaz

    Published 2025-03-01
    “…Four key research gaps emerge concerning the integration of computational and mathematical techniques that can benefit smallholder cocoa farmers: (i) optimizing cocoa aggregation and distribution management, (ii) designing user-friendly high-tech solutions, (iii) facilitating agricultural technology adoption, and (iv) assessing the impact of agricultural policies. …”
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    Computational-Based Approaches for Predicting Biochemical Oxygen Demand (BOD) Removal in Adsorption Process by Mohamed K. Mostafa, Ahmed S. Mahmoud, Mohamed S. Mahmoud, Mahmoud Nasr

    Published 2022-01-01
    “…Results indicated that the medium pH and adsorption time should be adjusted around 7 and 30 min, respectively, to maintain the highest BOD removal efficiency of 96.4% at initial BOD concentration Co=100 mg/L, mixing rate=200 rpm, and adsorbent dosage of 3 g/L. …”
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