Bayesian optimization of radical polymerization reactions in a flow synthesis system by Shogo Takasuka, Sho Ito, Shunto Oikawa, Yosuke Harashima, Tomoaki Takayama, Aniruddha Nag, Araki Wakiuchi, Tsuyoshi Ando, Tetsunori Sugawara, Miho Hatanaka, Tomoyuki Miyao, Takamitsu Matsubara, Yu-Ya Ohnishi, Hiroharu Ajiro, Mikiya Fujii

Get full text

Optimal bubble deck slabs in regard to ultimate and serviceability limit states by Natalia Staszak, Tomasz Gajewski, Tomasz Garbowski

“…The study concludes that the combination of numerical homogenization and GNCL offers a robust and flexible tool for the optimal design of reinforced concrete bubble deck slabs, offering a sustainable alternative to traditional construction methods. …”
Get full text

Design and optimization of a compact dual band metal insulator metal filter for high sensitivity refractive index sensing using particle swarm optimization by Ali Darabi, Mazdak Rad Malekshahi

“…The Finite-Difference Time-Domain (FDTD) method is employed for simulations, while the Drude-Debye model accurately captures the dispersive dielectric properties of the metallic layers. …”
Get full text

Formal methods of estimating risks in trade by G. P. Fomin

“…By systematizing theoretical and practical material dealing with the said topic an example was provided connected with the use of the totality of formal methods of estimating risks while shaping an optimal product range of goods in the process of distribution of limited funds to make up an order-application for purchasing goods with minimum risk.…”
Get full text

The reagent method of the hydrogeological wells regeneration by A. Ya. Tret’yak, V. V. Shwets

“…The causes of the hydrological wells flowrate reducing while long operation have been indicated. The methods of the hydrological wells and near-filters zone decolmatation have been described. …”
Get full text

Parametric-modeling-based multi-objective thermoelastic optimization of rudder structures by Shi Guanghui, Bao Yuhao, Wu Wenhua, Guo Guiqiang, Lin Ye, Zhang Xiaopeng, Tao Ran

“…The proposed optimization method reduces the weight of the rudder structure by 21.2% while meeting the design indicators under service conditions. …”
Get full text

The Referenced Vertex Ordering Problem: Theory, Applications, and Solution Methods by Omer, Jérémy, Mucherino, Antonio

“…Our results highlight that the newly introduced pruning techniques allow the computation of good-quality solutions (in comparison with other solver’s solutions) while reducing the overall computational cost. Our branch-and-bound outperforms other existing solution methods: among 180 instances with 60 vertices, it solves 179 instances to optimality whereas the best existing method is only able to solve 109 of them. …”
Get full text

Rolling Bearing Fault Diagnosis Based on SCNN and Optimized HKELM by Yulin Wang, Xianjun Du

“…The issue of insufficient multi-scale feature extraction and difficulty in accurately classifying fault features in rolling bearing fault diagnosis is addressed by proposing a novel diagnostic method that integrates stochastic convolutional neural networks (SCNNs) and a hybrid kernel extreme learning machine (HKELM). …”
Get full text

mcGANs: Topology Optimization Using Multi-Stage CGAN by Jiandong Zhu, Ting Ding, Fuhao Cui, Zhi Wang

“…It was found that the SIMP method takes 30 - 40 seconds to conduct topology optimization, while the proposed mcGANs only need 1.7682 seconds. …”
Get full text

Stochastic Reliability Measurement and Design Optimization of an Inventory Management System by Abdulaziz T. Almaktoom

“…Also, a novel, reliability-based robust design optimization model has been developed to optimally allocate and schedule time while considering uncertainty associated with inventory movement. …”
Get full text

Detection of Plants Leaf Diseases using Swarm Optimization Algorithms by Saud Abdul Razzaq, Baydaa Khaleel

“…In the second stage, the features were extracted based on the statistical feature extraction method, while in the third stage, the particle swarm (PSO) and chicken swarm optimization(CSO) algorithms were used to diagnose and classify plant diseases. …”
Get full text

Optimization of Platelet-Rich Plasma Preparation for Use in Clinical Practice by K. I. Burykin, N. V. Borovkova, M. S. Makarov, I. N. Ponomarev, M. V. Parshikov, N. V. Yarygin, A. M. Fain

Get full text

Joint Optimization of Cache Placement and Bandwidth Allocation in Heterogeneous Networks by Weiqi Sun, Yong Li, Chunjing Hu, Mugen Peng

“…With the goal of minimizing outage probability, a simulated annealing algorithm-aided cache placement scheme along with an optimized bandwidth allocation via a dual decomposition method is proposed while taking into account the constraints of total available bandwidth, storage capacity of caching nodes, and fairness among users. …”
Get full text

Optimizing Vehicle Routing for Perishable Products with Time Window Constraints: by Rifqi Fauzi, Adi Priansyah, Paskalis Krisna Puspadewa, Syifa Maulvi Zainun Awal, Huu Tho Nguyen, Achmad Pratama Rifai

“… This research investigates the application of optimization methods to the Capacitated Vehicle Routing Problem with Time Windows in the context of bread distribution for the efficiency of different approach for managing large-scale goods delivery. …”
Get full text

An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level by Cristina Torres-Machí, Alondra Chamorro, Carlos Videla, Eugenio Pellicer, Víctor Yepes

“…Two traditional approaches (sequential and holistic) and four classes of optimization methods (selection based on ranking, mathematical optimization, near optimization, and other methods) have been applied to solve this problem. …”
Get full text

Myocarditis Detection Using Proximal Policy Optimization and Mutual Learning by Asadi Srinivasulu, Sivaram Rajeyyagari

“…Myocarditis poses a significant health threat, often leading to severe outcomes such as heart failure or death. While endomyocardial biopsy (EMB) is a reliable diagnostic method, its invasive nature limits its use to severe cases. …”
Get full text

Cooperative trajectory optimization for multiple connected vehicles at an unsignalized intersection by Hao Yang, Xianyang Li, Duoyang Qiu, Xiaomeng Zhu

“…For unsignalized intersection scenarios, considering whether vehicles arrive simultaneously, we propose single-phase and multi-phase trajectory planning methods for multi-vehicle cooperative motion based on numerical optimization techniques. …”
Get full text

Artificial intelligence-driven sentiment analysis and optimization of movie scripts by Hong Zheng

“…Additionally, the emotion optimization algorithm enhances the accuracy of sentiment analysis results while boosting emotional depth. …”
Get full text

Dynamic Vehicle Routing Problems with Enhanced Ant Colony Optimization by Haitao Xu, Pan Pu, Feng Duan

“…As we all know, there are a great number of optimization problems in the world. One of the relatively complicated and high-level problems is the vehicle routing problem (VRP). …”
Get full text

Optimizing lightweight neural networks for efficient mobile edge computing by Liu Liu, Zhifei Xu

“…Compared to prior single-agent or heuristic methods, our approach improves scalability and efficiency while reducing computational complexity. …”
Get full text