A Multiobjective Brain Storm Optimization Algorithm Based on Decomposition by Cai Dai, Xiujuan Lei

“…Brain storm optimization (BSO) algorithm is a simple and effective evolutionary algorithm. …”
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Linear property and optimal design of MARS-like cryptographic structure by Nianping WANG, Lirong HONG

“…A MARS-like cryptographic structure was proposed and some linear properties of this cryptographic structure were given.An optimal design method of linear transformation in MARS-like cryptographic structure was also given.Concretely, by analyzing the transfer law of a class of linear approximation with special structure, regardless of the selected linear bijection, the existence of the linear approximation with 0 active round function in the t(1≤t≤3) round had been demonstrated.Furthermore, there was at least one with no more than 1, ⌊8t/15⌋ active round function among the 4, t(t＆gt;4)-round of linear approximation, respectively.On this basis, an optimal design method was proposed to make the lower bound of the number of active round function closer to the maximum possible value than the MARS cryptographic structure for the linear transformation in the MARS-like cryptographic structure.…”
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Method of accelerating deep learning with optimized distributed cache in containers by Kai ZHANG, Yang CHE

“…When using GPU to train deep learning models with large-scale dataset, the data loading and preprocessing stages often decrease overall performance notably.Lots of GPU computing resources are wasted on waiting for loading data from remote storage.Firstly, the methods of accelerating deep learning training with container and distributed cache were introduced.The architecture and initial optimization of such training system, which was implemented with Alluxio and Kubernetes, were introduced as well.Secondly, the task and data co-located scheduling (TDCS) and the colocated scheduling policy were elaborated.Thirdly, TDCS was implemented in Kubernetes cluster, which made the acceleration result more extensible.Finally, the result of training ResNet50 image classification model on 128 NVIDIAV100 GPU devices demonstrates that the proposed methods can bring 2 to 3 times speed up comparing with load data from remote storage directly.…”
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MULTI-OBJECTIVE OPTIMIZATION DESIGN OF MW WIND TURBINE AIRFOILS by LI YingJue, WEI KeXiang, ZHOU Zhou

“…Further more,the optimized airfoils are evaluated using XFOIL software and simulations are conducted to investigate their aerodynamic noise and flow characteristics. …”
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Dry eye treatment optimization in patients prior to refractive surgery by S. N. Sakhnov, S. V. Yanchenko, A. V. Malyshev, Z. M. Blyagoz, G. A. Klimenova

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Survivor optimizer: A competitive strategy for enhanced search efficiency by Arif Yelği

“…We suggest the Survivor Algorithm, a cutting-edge method that improves search robustness and efficiency, to address this. It ensures a more efficient search procedure across various optimization landscapes by constantly adjusting its exploration and exploitation tactics. …”
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Blue Light Hazard Optimization for High Quality White LEDs by Wei Tang, Jay Guoxu Liu, Chongyu Shen

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Analysis of Simulation Optimization for High-Speed Digital Interface Topology by LI Ming, KUANG Fen

“…Simulation results showed that the adoption of the optimization solution led to significantly improved signal quality, with a more than 40% reduction in edge time and a 5.4% enhancement in the optimized version of the eye width, thereby ensuring the stability and reliability of communication products used in rail transit network systems.…”
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Proprioceptive Training Study for the Optimization of the 110 M. Hurdles Technique by S. Alecu, D. Ionescu-Bondoc, A. Onea, F.B. Waer

“…This leads to improved grouping of the lower limbs, quicker transitions, as well as more stable and effective landings. Such improvements optimize the movement path of the body’s center of gravity towards the hurdle plane and ensure optimal spatial-temporal alignment for subsequent strides between hurdles.…”
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Optimizing Care for Ketamine Use Disorder: An Interdisciplinary Treatment Model by Rebecca McKnight, Ijeoma Chibuzo, Tracey Myton, Ling Lee

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Optimization of searching for moving targets of a multifunctional radar station by С.М. Піскунов, Д.С. Роменський, В.Ю. Бабич

“…More effective is the optimal managed search, in which the order of viewing different directions is determined in the search process depending on the results of already performed views. …”
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The Optimization Model of Target Recognition Based on Wireless Sensor Network by Zheng Dou, Yu Sun, Yun Lin

“…Furthermore, in contrast to D-S evidence inference model, this optimization model can fuse sensor reports of the form more general than that allowed by the D-S evidence inference model without additional processes. …”
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Approach of glowworm swarm optimization based virtual machine placement by Shengchao XU, Maohua XIONG, Tianqi ZHOU

“…In a cloud data center, one of the most important problems is using novel virtual machine placement strategy to promote the physical resource utilization.An approach of glowworm swarm optimization based virtual machine placement for cloud data centers called GSO-VMP was proposed.In the virtual placement, GSO algorithm was used to find a near-optimal solution.Each physical host had a luciferin value which represented the available CPU utilization.Whenever a VM was placed to a physical host, luciferin value of this physical host was updated.GSO-VMP algorithm could search the more available physical host within local range and thus the virtual migration numbers had been decreased and low energy consumption had been obtained.GSO-VMP had been evaluated using CloudSim with real-world workload data.The experimental results show that GSO-VMP has good performance in resource wastage and energy consumption.…”
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Nonlinear Dynamic in an Ecological System with Impulsive Effect and Optimal Foraging by Min Zhao, Chuanjun Dai

“…In particular, the less beneficial prey can support the predator alone when the more beneficial prey goes extinct. Moreover, the influences of the impulsive effect and optimal foraging on inherent oscillations are studied using simulation, which reveals rich dynamic behaviors such as period-halving bifurcations, a chaotic band, a periodic window, and chaotic crises. …”
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A Comparative Study on Sideband Optimization in Time-Modulated Arrays by Ertugrul Aksoy, Erkan Afacan

“…The results show that the SB method is more convenient than the other two compared methods.…”
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Discovering the optimal terroir for pinot noir in China. The case of Tianshui by Mihalis Boutaris, Javier Bobo Pinilla, YongPing Yang

“…This work intends to draw more attention to further develop the status of Tianshui as a promising new appellation for Pinot Noir in the wine world.…”
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Multiobjective Optimization of a Rotman Lens through the QLWS Minimization by Daniele Pinchera, Stefano Perna, Marco Donald Migliore

“…More specifically, we have considered three different objectives concurring during the optimal synthesis of the lens. …”
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Optimal Formation Configuration Design for Multi-Aircraft Cooperative Navigation by Li Zhaoqi, Wang Xinlong, Ding Wei, Nie Guanghao, Hu Xiaodong

“…The simulation results show that compared with the non-optimal formation configuration, the positioning accuracy of the optimal formation configuration can be increased by more than 75%, which effectively improves the cooperative navigation positioning accuracy of the aircraft formation.…”
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The Evolution of Portfolio Theory: Integrating Machine Learning with Markowitz Optimization by Xu Junhao

“…ML increases portfolio flexibility and robustness by aligning predictive modeling with optimization objectives. This evolving methodology lays the foundation for a more responsive, data-informed investment strategy in today’s finance, providing a viable alternative to the limitations of traditional models.…”
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Near-Optimal Diagnosis System Deployment in Wireless Sensor Networks by Shuo Lian, Jizhong Zhao, Xu Zhao

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