Dynamic Multiobjective Optimization Based on Multi-Environment Knowledge Selection and Transfer by Wei Song, Jian Yu

“…However, the selection of valuable historical knowledge and the mitigation of negative transfer remain important problems in existing transfer learning-based DMOAs. <i>Method:</i> A DMOA based on multi-environment knowledge selection and transfer (MST-DMOA) is proposed in this article. …”
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Fuzzy-Logic-Based Energy Optimized Routing for Wireless Sensor Networks by Haifeng Jiang, Yanjing Sun, Renke Sun, Hongli Xu

“…Based on energy inequality, the method is designed to compute the degree of energy balance. …”
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An Improved Ant Colony Optimization to Uncover Customer Characteristics for Churn Prediction by Ibrahim Al-Shourbaji, Abdoh Jabbari, Shaik Rizwan, Mostafa Mehanawi, Phiros Mansur, Mohammed Abdalraheem

“…Experiments are performed on three different open-source customer churn prediction datasets. The results are evaluated using several evaluation metrics and compared with three other optimization methods. …”
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DDPG-ADRC-Based Load Frequency Control for Multi-Region Power Systems with Renewable Energy Sources and Energy Storage Equipment by Zhenlan Dou, Chunyan Zhang, Xichao Zhou, Dan Gao, Xinghua Liu

“…Finally, the experiment demonstrated that the proposed method outperforms traditional methods across all performance indicators, particularly excelling in reducing adjustment time (45.8% decrease) and overshoot (60% reduction).…”
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Application of Multi-Objective Control in Power and Load Optimization of Wind Turbines by Jiawang Yuan, Shan He, Jing Cheng, Weiqing Wang

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Screening, identification and fermentation conditions optimization of agricultural antibiotic-producing bacteria by QIN Baoshan, LIANG Liyun, HE Haiyan, LI Yanting, FU Yue, QIN Yongling

“…The results showed that a strain of agricultural antibiotic-producing strain Ly was screened and identified as Methylobacterium oryzae, which exhibited good antibacterial activity against F. chlamydosporum, Aspergillus aculeatu and Escherichia coli with inhibition zone diameters of 23.11 mm, 12.13 mm, and 6.80 mm, respectively. The optimal fermentation conditions for producing agricultural antibiotics by M. oryzae Ly were liquid loading volume 100 ml/250 ml, soybean cake powder as nitrogen source, fermentation temperature 31 ℃, rotation speed 220 r/min, initial pH 8, and fermentation time 7 d. …”
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Leveraging prior mean models for faster Bayesian optimization of particle accelerators by Tobias Boltz, Jose L. Martinez, Connie Xu, Kathryn R. L. Baker, Zihan Zhu, Jenny Morgan, Ryan Roussel, Daniel Ratner, Brahim Mustapha, Auralee L. Edelen

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Secure bio-inspired optimization with intrusion aware on-demand routing in MANETs by N. Naveen, J. Nirmaladevi

“…Only when the source node expresses a wish to do so, it builds route. …”
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Optimizing encrypted search in the cloud using autoencoder-based query approximation by Mahmoud Mohamed, Khaled Alosman

“…Our work is comprehensively benchmarked against alternative methods to quantify gains. The open-source implementation enables further research into optimized neural encrypted search. …”
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Optimizing stocking density for enhanced fish yield in lacustrine cage aquaculture by Christopher Mulanda Aura, Hezron Awandu, Venny Mziri, FondaJane Awuor, Chrispine S. Nyamweya, Safina Musa

“…However, with declining wild fish stocks, cage aquaculture has emerged as a critical method for boosting fish production, particularly in Lake Victoria, Kenya. …”
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High-Quality Marine Economic Development: Theoretical Sources, Constituent Elements and Practical Approaches of Marine New Quality Productive Forces by GUO Fengyue, PENG Xumei

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COMBINATION OF KNN AND PARTICLE SWARM OPTIMIZATION (PSO) ON AIR QUALITY PREDICTION by Sugandi Yahdin, Anita Desiani, Shania Putri Andhini, Dian Cahyawati, Rifkie Primartha, Muhammad Arhami, Ditia Fitri Arinda

“…Another problem with KNN is difficult to determine the optimal value of the K parameter in KNN. The Particle Swarm Optimization (PSO) method can be used for problems on KNN. …”
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A Diagnostic Framework for Decoupling Multi-Source Vibrations in Complex Machinery: An Improved OTPA Application on a Combine Harvester Chassis by Haiyang Wang, Zhong Tang, Liyun Lao, Honglei Zhang, Jiabao Gu, Qi He

“…We employed a multi-condition vibration test with sequential source activation and an improved Operational Transfer Path Analysis (OTPA) method. …”
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Lie symmetry neural networking for heat transfer in magnetized williamson fluid (MWF) with heat source (HS) and thermal slip (TS) by Khalil Ur Rehman, Wasfi Shatanawi, Taqi AM Shatnawi

“…The constructed differential system for flow field is solved by conjecturing artificial neural networking with Lie symmetry and shooting methods. Artificial Neural Networking (ANN) model is developed to predict the surface quantity namely SFC at thermally magnetized surface. …”
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Emotion Perception and Service Optimization in ChatGPT-Driven Smart Libraries by ZHANG Mingjie, ZHAO Ruixue

“…This approach provides strong theoretical and practical support for the applicability of the research methods, ensuring the scientific, logical, and innovative nature of the study, and effectively contributing to the optimization of smart library services. …”
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Studies on Optimization of Growth Parameters for L-Asparaginase Production by Streptomyces ginsengisoli by Neelima Deshpande, Prachi Choubey, Manasi Agashe

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Optimizing Budget Accuracy in the Mining Industry Through Zero-Based Budgeting by Firmansyah Firmansyah, Ahmad Juanda, Driana Leniwati

“…The main objective of this study is to explore how ZBB can help companies plan and manage budgets more effectively, as well as identify potential cost savings that can be achieved through an in-depth analysis of each budget item. The method used in this study is literature analysis, which includes a review of various academic sources and best practices in the application of ZBB in the mining industry. …”
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Walkability Evaluation of Historical and Cultural Districts Based on Multi-Source Data: A Case Study of the Former Russian Concession in Hankou by Haoran She, Jing Sun, Yuchen Zeng, Wenyu Tu, Guang Ao, Wei Shang

“…Although walkability research has established a relatively systematic theoretical framework and technical methods, current studies predominantly focus on modern urban roads due to limited attention to the unique characteristics of streets within historical and cultural districts. …”
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Optimal Operation of Energy Hub Systems under Resiliency Response Options by Ali Khodadadi, Taher Abedinzadeh, Hasan Alipour, Jaber Pouladi

“…The max-min fuzzy method is also used to select the optimal solution among the Pareto solutions. …”
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Modern approaches to cervical cancer screening (a review) by M. I. Pavliuchenko, Yu. Ya. Krut, V. H. Siusiuka, O. V. Deinichenko

“…The aim – systematization of data from modern scientific sources and own knowledge and experience regarding the problems, advantages and prospects of the development of various methods of diagnosing pathological conditions of the cervix. …”
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