Nonpenalty Machine Learning Constraint Handling Using PSO-SVM for Structural Optimization by Marco M. Rosso, Raffaele Cucuzza, Fabio Di Trapani, Giuseppe C. Marano

“…Firstly formulated to solve unconstrained optimization problems, the common way to solve constrained ones with the metaheuristic particle swarm optimization algorithm (PSO) is represented by adopting some penalty functions. …”
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Retracted: Optimization of the Marketing Management System Based on Cloud Computing and Big Data by null Complexity

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GAN-based pseudo random number generation optimized through genetic algorithms by Xuguang Wu, Yiliang Han, Minqing Zhang, Yu Li, Su Cui

“…In this paper, we present a Genetic Algorithm Optimized Generative Adversarial Network (hereinafter referred to as GAGAN), which is designed for the effective training of discrete generative adversarial networks. …”
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Growth Scale Optimization of Discrete Innovation Population Systems with Multichoice Goal Programming by Su-Lan Zhai, Ying Liu, Sheng-Yuan Wang, Xiao-Lan Wu

“…Therefore, the scale optimization of the innovation population should be analyzed. …”
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Optimization Modeling and Empirical Research on Gasoline Octane Loss Based on Data Analysis by Ji Guo, Yujia Lou, Wanyi Wang, Xianhua Wu

“…This paper proposes a method for optimizing gasoline octane loss using data analysis technology aimed at optimizing the production process and minimizing the loss of gasoline octane. …”
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An Extension of the Optimal Homotopy Asymptotic Method to Coupled Schrödinger-KdV Equation by Hakeem Ullah, Saeed Islam, Muhammad Idrees, Mehreen Fiza, Zahoor Ul Haq

“…We consider the approximate solution of the coupled Schrödinger-KdV equation by using the extended optimal homotopy asymptotic method (OHAM). We obtained the extended OHAM solution of the problem and compared with the exact, variational iteration method (VIM) and homotopy perturbation method (HPM) solutions. …”
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Bidirectional Fluid–Structure Interaction Study on Hydrofoil Hardness and Oscillation Mode Optimization by Ertian Hua, Mingwang Xiang, Qizong Sun, Tao Wang, Yabo Song, Caiju Lu

“…This paper investigated the optimization of the hardness and oscillation mode of flexible hydrofoils using bidirectional fluid–structure interaction (FSI) to address the issue of insufficient guidance in engineering applications. …”
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Design and Optimization of a Triangular Shear Piezoelectric Acceleration Sensor for Microseismic Monitoring by Yannan Shi, Shuaishuai Jiang, Yang Liu, Yiying Wang, Penglei Qi

“…The simulation results indicate that the working frequency and sensitivity of the designed sensor meet the requirements of microseismic monitoring. Response surface optimization is adopted to analyze the influence of sensor element design variables on the sensitivity and resonant frequency of the designed sensor. …”
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Bias Magnetic Field of Stack Giant Magnetostrictive Actuator: Design, Analysis, and Optimization by Zhaoshu Yang, Zhongbo He, Dongwei Li, Ce Rong

“…Simulation and test results indicate that the bias field could be exerted more easily using SGMA structure; the modeling and optimization methodology for SGMA is valid in practical design.…”
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Application of Asymptotic Analysis of a High-Dimensional HJB Equation to Portfolio Optimization by Lei Hu

“…In this paper, we consider a portfolio optimization problem where the wealth consists of investing into a risky asset with a slow mean-reverting volatility and receiving an uncontrollable stochastic cash flow under the exponential utility. …”
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Slot Parameter Optimization for Multiband Antenna Performance Improvement Using Intelligent Systems by Erdem Demircioglu, Ahmet Fazil Yagli, Senol Gulgonul, Haydar Ankishan, Emre Oner Tartan, Murat H. Sazli, Taha Imeci

“…To achieve the best ANN performance, Particle Swarm Optimization (PSO) and Differential Evolution (DE) are applied with ANN’s conventional training algorithm in optimization of the modeling performance. …”
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Optimization of Surface Roughness in Drilling Medium-Density Fiberboard with a Parallel Robot by Elmas Aşkar Ayyıldız, Mustafa Ayyıldız, Fuat Kara

“…By the Taguchi analysis, the optimum values for the surface roughness were found to be a point angle of 118°, a cutting speed of 47.1 m/min, and a feed rate of 0.01 mm/rev. The optimization outcomes presented that the Taguchi technique had been successfully performed to decide the optimal surface roughness of the MDF in the drilling.…”
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Optimizing Budget Deficit in Multi-Construction Projects Using Sequential Quadratic Programming by Hasan Musaab Falih, Sodani Noor A. Abdul-Jabbar Al, Salih Jihan Maan, Mohammed Sawsan Rasheed

Subjects: “…optimizing…”
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Joint Operating Revenue and Passenger Travel Cost Optimization in Urban Rail Transit by Wenxin Li, Qiyuan Peng, Qinlin Li, Chao Wen, Yongxiang Zhang, Javad Lessan

“…We apply a fuzzy multiobjective optimization and a nondominated sorting genetic algorithm II to solve the optimization problem and characterize the trade-off between the conflicting objective functions under different types of distances. …”
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An Airway Network Flow Assignment Approach Based on an Efficient Multiobjective Optimization Framework by Xiangmin Guan, Xuejun Zhang, Yanbo Zhu, Dengfeng Sun, Jiaxing Lei

“…Considering reducing the airspace congestion and the flight delay simultaneously, this paper formulates the airway network flow assignment (ANFA) problem as a multiobjective optimization model and presents a new multiobjective optimization framework to solve it. …”
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Consensus Control of Second-Order Multiagent Systems with Particle Swarm Optimization Algorithm by Xiongfeng Deng, Xiuxia Sun, Ri Liu, Shuguang Liu

“…In order to improve the control effect of a given system, the particle swarm optimization (PSO) algorithm is introduced and an improved PSO algorithm is proposed. …”
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Optimizing Data Interoperability for System Efficiency: One Data Standard in the Government Environment by Herpita Wahyuni, Dyah Mutiarin, Ulung Pribadi, Wahyudi Kumorotomo, Herdin Arie Saputra

“…This research aims to determine the optimization of data interoperability for the efficiency of the One Data Employment System by analyzing the implementation of the One Data standard, technical challenges, organizational needs, and the benefits of strategic steps. …”
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Rule-Based Classification Based on Ant Colony Optimization: A Comprehensive Review by Sayed Kaes Maruf Hossain, Sajia Afrin Ema, Hansuk Sohn

“…The Ant Colony Optimization (ACO) algorithms have been well-studied by the Operations Research community for solving combinatorial optimization problems. …”
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Optimizing the NGS-based discrimination of multiple lung cancers from the perspective of evolution by Ziyang Wang, Xiaoqiu Yuan, Kunkun Sun, Fang Wu, Ke Liu, Yiruo Jin, Olga Chervova, Yuntao Nie, Airong Yang, Yichen Jin, Jing Li, Yun Li, Fan Yang, Jun Wang, Stephan Beck, David Carbone, Guanchao Jiang, Kezhong Chen

“…Phylogenetic analysis further revealed evolutionary distinctions between MPLC and IPM, establishing an optimized NGS-based framework for differentiating multiple lung cancers.…”
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Integrated Optimization on Energy Saving and Quality of Service of Urban Rail Transit System by Wenxin Li, Qiyuan Peng, Chao Wen, Shengdong Li, Xu Yan, Xinyue Xu

“…This study proposes a multi-objective optimization model for urban railways with timetable optimization to minimize the total energy consumption of trains while maximizing the quality of service. …”
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