Modeling Portfolio Optimization based on behavioral Preferences and Investor’s Memory by vahideh mousavi kakhki, Sanaz Khatabi

“…Traditional optimization models, such as Markowitz's Mean-Variance model, aim to maximize expected returns while minimizing risk. …”
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Optimization of Almond Beverage Enriched with Omega-3 Fatty Acids by Adding Brown Flaxseeds (Linum usitatissimum L.) Using D-Optimal Mixing Diagram Method by Zeinab El Hajj Hussein, Jiuliane Martins Silva, Matheus Campos Castro, Nathalia Elias Borges, Bruno Henrique Figueiredo Saqueti

“…Therefore, this study aims to optimize a plant-based almond beverage enriched with flaxseed, offering a natural and completely vegan source of omega-3 fatty acids. …”
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Optimizing treatment for depression in primary care using psychotherapy versus antidepressant medication in a low-resource setting: protocol for the OptimizeD randomized controlled... by Julia R. Pozuelo, Anuja Lahiri, Rahul S. P. Singh, Arvind Kushwah, Mimansa Khanduri, Akanksha Shukla, Azaz Khan, Sruthi G., Varun Shende, Yashika Parashar, Yashwant K. Mehra, Anant Bhan, Ronald C. Kessler, Daisy R. Singla, John A. Naslund, Karmel W. Choi, Pim Cuijpers, Robert DeRubeis, Mohammad M. Herzallah, Chunling Lu, Jordan W. Smoller, Tyler J. VanderWeele, Abhijit R. Rozatkar, Tamonud Modak, Michelle Melwyn Joel, Debasis Biswas, Shubham Atal, Umay Kulsum, Steven D. Hollon, Vikram Patel

“…Identifying the most effective treatment for each patient is critical everywhere, but particularly in low-resource settings where access to mental health care is limited. The Optimizing Depression (OptimizeD) trial aims to explore whether different patients respond differently to behavioral activation therapy versus antidepressant medication and if providing each patient with their optimal treatment improves outcomes in primary care. …”
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Optimizing and Testing an Individualized and Adaptive Physical Activity Digital Health Intervention: Protocol for a Control Optimization Trial Embedded Within a Randomized Controll... by Meelim Kim, Shadia Mansour-Assi, Mohamed El Mistiri, Junghwan Park, Sarasij Banerjee, Owais Khan, Steven De La Torre, Michael Higgins, Job Godino, Kevin Patrick, Camille Nebeker, Sonia Jain, Predrag Klasnja, Daniel E Rivera, Eric Hekler

“…If the trial is successful, the results will provide justification to explore both the control optimization trial approach and self-experimentation approach for other complex, idiosyncratic, and dynamic behaviors such as weight management, smoking, or substance abuse. …”
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Research of Multi-objective Parameter Decoupled Optimization Method for Hybrid Electric Vehicle by Yiran Zhang, Han Zhao, Kang Huang, Mingming Qiu

“…Aiming at this problem, a multi-parameter decouped optimization method is proposed, which adopts hybrid optimization strategy, taking the dynamic targets as constraint conditions and using particle swarm optimization algorithm to optimize powertrain parameter, the Particle swarm optimization (PSO) is used to optimize the energy management strategy and shifting strategy under different parameters. …”
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Survey of research on application of heuristic algorithm in machine learning by Yanping SHEN, Kangfeng ZHENG, Chunhua WU, Yixian YANG

“…Aiming at the problems existing in the application of machine learning algorithm,an optimization system of the machine learning model based on the heuristic algorithm was constructed.Firstly,the existing types of heuristic algorithms and the modeling process of heuristic algorithms were introduced.Then,the advantages of the heuristic algorithm were illustrated from its applications in machine learning,including the parameter and structure optimization of neural network and other machine learning algorithms,feature optimization,ensemble pruning,prototype optimization,weighted voting ensemble and kernel function learning.Finally,the heuristic algorithms and their development directions in the field of machine learning were given according to the actual needs.…”
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Robust personalized pricing under uncertainty of purchase probabilities by Shunnosuke Ikeda, Naoki Nishimura, Noriyoshi Sukegawa, Yuichi Takano

“…This paper is concerned with personalized pricing models aimed at maximizing the expected revenues or profits for a single item. …”
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Application of a novel metaheuristic algorithm inspired by connected banking system in truss size and layout optimum design problems and optimization problems by Mehrdad Nemati, Yousef Zandi, Jamshid Sabouri

“…However, among these various proposed metaheuristics, it is very seldom to face and find a method that is based on technologies such as computer networks. This paper aims to utilize a metaheuristic algorithm which is based on some principals of connected banking systems, which is called the Connected Banking System Optimizer(CBSO) algorithm. …”
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A Review of Smart Camera Sensor Placement in Construction by Wei Tian, Hao Li, Hao Zhu, Yongwei Wang, Xianda Liu, Rongzheng Yang, Yujun Xie, Meng Zhang, Jun Zhu, Xiangyu Wang

“…Simultaneously, Building Information Modeling is employed to consider the progress of construction and visualize optimized layouts, improving the effect of CSP. This paper delves into perspective distortion, the field of view considerations, and the occlusion impacts, proposing a unified framework that bridges practical execution with the theory of optimal CSP. …”
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Nutritional quality and functional properties of finger millet, sweet potato, and soybean composite flour as affected by blending ratios by Ibrahim Mohammed Ali, Sirawdink Fikreyesus Forsido, Chala G. Kuyu

“…Abstract Despite their low nutritional values, cereals are the raw materials used the most for developing different food products. This study aimed to enhance the nutrient content of finger millet flour by developing nutrient-rich flour blended from orange-fleshed sweet potato, finger millet, and soybean. …”
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Integrated wellbore-surface pressure control production optimization for shale gas wells by Xingyu Zhou, Liming Zhang, Ji Qi, Yanxing Wang, Kai Zhang, Ruijia Zhang, Yaqi Sun

“…The strategy aims to improve production stability and optimize system efficiency. …”
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Hybrid B-spline collocation method with particle swarm optimization for solving linear differential problems by Seherish Naz Khalid Ali Khan, Md Yushalify Misro

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Chronic liver disease detection using ranking and projection-based feature optimization with deep learning by Sumaiya Noor, Salman A. AlQahtani, Salman Khan

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Dynamical Modelling, Stochastic Simulation and Optimization in the Context of Damage Tolerant Design by Sergio Butkewitsch

“…The knowledge of the parameters and responses allows for the formulation of optimization problems aiming at the improvement of the beam robustness with respect to the fatigue induced stiffness degradation. …”
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A multi-objective improved horse herd optimizer based on convex lens imaging for stochastic optimization of wind energy resources in distribution networks considering reliability a... by Fude Duan, Ali Basem, Dheyaa J. Jasim, Mahdiyeh Eslami, Mustafa Okati

“…The Multi-Objective Improved Horse Herd Optimizer (MOIHHO) is derived from an enhanced version of the traditional horse herd optimizer. …”
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Optimizing Strategy and Simulation Analysis for Direct-drive Traction System of PMSM by LIU Xiong, CHEN Wenguang, XU Junfeng, FU Minli, WANG Jian

“…Aiming at an internal metro line, the simulation and analysis were completed, based which the optimizing strategy for direct-drive traction system of PMSM was summarized.…”
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PROBLEMS OF FORMATION AND OPTIMIZATION OF RESOURCE PROVISION OF ENTERPRISES IN THE CONDITIONS OF FINANCIAL CONSTRAINTS by S. Demin, A. Zinchenko, L. Uglova

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Optimization Design of Charge and Discharge Circuit Control forAuxiliary Converters by LIU Yi, CHEN Xiang, LIU Changqing

“…Aiming at the pre-charging time deviation problem from the theoretical calculation in auxiliary converter, main circuit and logic control timing of the auxiliary converter were given. …”
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An optimal energy-efficient resource allocation algorithm in ultra-dense network by Yueyue ZHANG, Weiwei XIA, Yaping ZHU, Feng YAN, Xuzhou ZUO, Lianfeng SHEN

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Noise Control and Simulation Optimization for Traction Converter of High-speed EMUs by Yulong ZHU, Zhenpeng LI, Jie DING, Yongsheng WANG

“…The results showed that the optimization scheme could significantly improve the noise level of the converter and improve the comfort.…”
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