A comparative study of symbolic aggregate approximation and topological data analysis by Fredrik Hobbelhagen, Ioannis Diamantis

“…Our findings indicated that while TDA offered detailed insights into 'local' stock movements, SAX was more effective in capturing broader trends in financial markets, where less detail was required, making it suitable for portfolio optimization. We also presented an extension of SAX that incorporated volatility measures, improving its performance in highly volatile markets.…”
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Service Discovery and Selection Based on Dynamic QoS in the Internet of Things by Naiheng Zhang

“…Aiming at how to select the optimal plan from a large number of execution plans with the same function and different QoS characteristics, this paper proposes a web service selection algorithm that supports QoS global optimization and dynamic replanning. …”
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EDUCATIONAL MOTIVATION OF UNDERGRADUATE STUDENTS AS AN INDICATOR OF THE QUALITY OF EDUCATION by V. G. Antonov, T. Yu. Krotenko, M. B. Zhernakova, I. A. Rumyantseva

“…Possible directions of optimization of motivational structure of future managers have been studied. …”
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Improved GOA-based fuzzy PI speed control of PMSM with predictive current regulation. by Taochang Li, Ang Li, Limin Hou

“…The improved GOA is then employed to optimize the contraction-expansion factor of the variable universe fuzzy PI controller, achieving enhanced control performance for PMSMs. …”
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Development of a GA-Fuzzy-Immune PID Controller with Incomplete Derivation for Robot Dexterous Hand by Xin-hua Liu, Xiao-hu Chen, Xian-hua Zheng, Sheng-peng Li, Zhong-bin Wang

“…Moreover, immune mechanism was applied to the controller design and an improved approach through integration of GA and fuzzy inference was proposed to realize parameters’ optimization. Finally, a simulation example was provided and the designed controller was proved ideal.…”
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A New Residual Life Prediction Method for Complex Systems Based on Wiener Process and Evidential Reasoning by Xin Zhang, Shuaiwen Tang, Taoyuan Liu, Bangcheng Zhang

“…Finally, a case study of gyroscope is examined to illustrate the feasibility and effectiveness of the proposed method, compared with fuzzy theory, which provides an important reference for the optimization of the reliability of complex systems and improvement.…”
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Ultimate Bound of a 3D Chaotic System and Its Application in Chaos Synchronization by Jiezhi Wang, Qing Zhang, Zengqiang Chen, Hang Li

“…To get the analytical expression of the ultimate boundary region, a new result of one maximum optimization question is proved. The corresponding ultimate boundary regions are demonstrated through numerical simulations. …”
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Multiparty Evolutionary Game Model in Coal Mine Safety Management and Its Application by Rongwu Lu, Xinhua Wang, Hao Yu, Dan Li

“…Based on stability theory of dynamics system and phase diagram analysis, this article studies replicator dynamics of the evolutionary model to make an optimization analysis of the behaviors of those interested parties and the adjustment mechanism of safety management policies and decisions. …”
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Strategic Uncertainty in Markets for Nonrenewable Resources: A Level-k Approach by Ingmar Vierhaus, Roel van Veldhuizen, Armin Fügenschuh

“…We are able to solve for the level-1 strategy by reducing the averaging problem to an optimization problem against a single action. We show that lower levels of strategic reasoning are close to the Walras and collusive benchmark, whereas higher level strategies converge to the Nash-Hotelling equilibrium. …”
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Implementation of a Targeted Screening Program to Detect Airflow Obstruction Suggestive of Chronic Obstructive Pulmonary Disease within a Presurgical Screening Clinic by Chantal Robitaille, Esther Dajczman, Andrew M Hirsch, David Small, Pierre Ernst, Dana Porubska, Mark Palayew

“…A targeted spirometry screening program was implemented within a presurgical screening (PSS) clinic to detect undiagnosed airways disease and identify patients with COPD/asthma in need of treatment optimization.…”
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A Method of Intrusion Detection Based on WOA-XGBoost Algorithm by Yan Song, Haowei Li, Panfeng Xu, Dan Liu

“…This paper proposes an intrusion detection model, which is mainly based on the XGBoost (Extreme Gradient Boosting), and uses the WOA (Whale Optimization Algorithm) to find the best parameters for it. …”
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Modeling Spatial Riding Characteristics of Bike-Sharing Users Using Hotspot Areas-Based Association Rule Mining by Chao Sun, Jian Lu

“…These findings make us understand urban spatial structure in response to traffic plan and provide evidence for bike-sharing dispatch optimization.…”
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Dynamic Modeling and Analysis of the Email Virus Propagation by Yihong Li, Jinxiao Pan, Zhen Jin

“…Moreover, on the basis of the Lyapunov function, the domains of attraction of equilibria are estimated by solving an LMI optimization problem. Based on the above theoretical results, some effective strategies are also provided to control the propagation of the email viruses. …”
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Nonfragile Gain-Scheduled Control for Discrete-Time Stochastic Systems with Randomly Occurring Sensor Saturations by Wangyan Li, Guoliang Wei, Hamid Reza Karimi, Xiaohui Liu

“…The aim of the paper is to design a nonfragile gain-scheduled controller with probability-dependent gains which can be achieved by solving a convex optimization problem via semidefinite programming method. …”
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New Robust Principal Component Analysis for Joint Image Alignment and Recovery via Affine Transformations, Frobenius and L2,1 Norms by Habte Tadesse Likassa

“…To solve the convex optimization involved, an alternating iterative process is also considered to alleviate the complexity. …”
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A New Quasi-Human Algorithm for Solving the Packing Problem of Unit Equilateral Triangles by Ruimin Wang, Xiaozhuo Qi, Yuqiang Luo, Jianqiang Dong

“…The packing problem of unit equilateral triangles not only has the theoretical significance but also offers broad prospects in material processing and network resource optimization. Because this problem is nondeterministic polynomial (NP) hard and has the feature of continuity, it is necessary to limit the placements of unit equilateral triangles before optimizing and obtaining approximate solution (e.g., the unit equilateral triangles are not allowed to be rotated). …”
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A hybrid singular value thresholding algorithm with diagonal-modify for low-rank matrix recovery by Ruiping Wen, Liang Zhang, Yalei Pei

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The Use of Negative Acceleration as Accessory Force during Lifting by Jordan Trafimow, Alexander S. Aruin

“…Studies of biomechanics of lifting provide a basis for optimization of lifting. The aim of the study was to further investigate the role of the upward force due to negative acceleration during a lift. …”
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Multi-Objective Genetic Algorithm for Task Assignment on Heterogeneous Nodes by Carolina Blanch Perez del Notario, Rogier Baert, Maja D'Hondt

“…Moreover, targeting the optimization of multiple objectives makes it even more challenging. …”
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PRACTICES OF SUCCESSFUL EMPLOYMENT OF THE YOUTH by N. I. PROKOPOV, S. N. ANTONYUK, S. Yu. IVANOV, D. V. IVANOVA

“…The article gives practical recommendations on optimization of interaction between employers and representatives of universities in the context of improving the quality of educational services.…”
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