Search Results - Automated algorithm design

Immediate Correction of Idiopathic Scoliosis With Nighttime Braces Created by a Fully Automated Generative Design Algorithm: A Randomized Controlled Crossover Trial by Coulombe, Maxence, Guy, Aymeric, Joncas, Julie, Manitiu, Anton, Poirier, Philippe, Barchi, Soraya, Chémaly, Olivier, Brassard, Félix, Parent, Stefan, Labelle, Hubert, Aubin, Carl-Éric

“… Our group previously developed a fully automated generative brace design algorithm that leverages a patient-specific finite-element model (FEM…”
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Automated algorithm design using proximal policy optimisation with identified features by Yi, Wenjie, Qu, Rong, Jiao, Licheng

“…Automated algorithm design is attracting considerable recent research attention in solving complex combinatorial optimisation problems, due to that most metaheuristics may be particularly effective…”
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Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization by Ma, Zeyuan, Guo, Hongshu, Gong, Yue-Jiao, Zhang, Jun, Tan, Kay Chen

“…) community, which incorporates Meta-learning approaches to assist automated algorithm design…”
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Exploring Automated Algorithm Design Synergizing Large Language Models and Evolutionary Algorithms: Survey and Insights by Yu, He, Liu, Jing

“… Since this synergy enables a more efficient and creative searching process, we first review important developments in this direction, and then summarize an LLM-EA paradigm for automated optimization algorithm design…”
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Automated Metaheuristic Algorithm Design With Autoregressive Learning by Zhao, Qi, Liu, Tengfei, Yan, Bai, Duan, Qiqi, Yang, Jian, Shi, Yuhui

“…Automated design of metaheuristic algorithms offers an attractive avenue to reduce human effort and gain enhanced performance beyond human intuition…”
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Viscoelastic characterization of the human osteosarcoma cancer cell line MG-63 using a fractional-order zener model through automated algorithm design and configuration by Duque-Gimenez, Grecia C., Zambrano-Gutierrez, Daniel F., Rodriguez-Nieto, Maricela, Menchaca, Jorge Luis, Cruz-Duarte, Jorge M., Zárate-Triviño, Diana G., Avina-Cervantes, Juan Gabriel, Ortiz-Bayliss, José Carlos

“… This paper proposes an integrated framework that combines fractional modeling with automated algorithm design to fit force-relaxation data acquired through atomic force microscopy…”
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Comparison of a genetic algorithm to grammatical evolution for automated design of genetic programming classification algorithms by Nyathi, Thambo, Pillay, Nelishia

“…•Automated design of Genetic Programming classification algorithms is presented.•Automated design uses a genetic algorithm and grammatical evolution…”
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A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules by Nguyen, Su, Mei, Yi, Xue, Bing, Zhang, Mengjie

“… In the last decade, the growth of computing power, advanced machine learning, and optimisation techniques has made the automated design of dispatching rules possible and automatically discovered…”
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A hybrid neural combinatorial optimization framework assisted by automated algorithm design by Ma, Liang, Hao, Xingxing, Zhou, Wei, He, Qianbao, Zhang, Ruibang, Chen, Li

“…In recent years, the application of Neural Combinatorial Optimization (NCO) techniques in Combinatorial Optimization (CO) has emerged as a popular and…”
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DeLA-Drug: A Deep Learning Algorithm for Automated Design of Druglike Analogues by Creanza, Teresa Maria, Lamanna, Giuseppe, Delre, Pietro, Contino, Marialessandra, Corriero, Nicola, Saviano, Michele, Mangiatordi, Giuseppe Felice, Ancona, Nicola

“…In this paper, we present a deep learning algorithm for automated design of druglike analogues (DeLA-Drug…”
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Time-Division ISAC Enabled Connected Automated Vehicles Cooperation Algorithm Design and Performance Evaluation by Zhang, Qixun, Sun, Hongzhuo, Gao, Xinye, Wang, Xinna, Feng, Zhiyong

“…To overcome the bottleneck of unreliable environment sensing caused by sensor failure and obstacle blockage, the cooperation among connected automated vehicles (CAVs…”
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Yield constrained automated design algorithm for power optimized pipeline ADC by Sadrafshari, Mirvala, Sadrafshari, Shamin, Sharifkhani, Mohammad

“… Hence, designers prefer to use automated algorithms for this purpose. In this paper, an automated algorithm for CAD tool is presented considering the trade-off between yield and power consumption for pipeline ADCs…”
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Towards an automated evaluation of design processes—an algorithm to predict critical situations during concept synthesis by Zimmerer, Christoph, Wittig, Christoph, Matthiesen, Sven

“…In design research, there is a need for research methods that allow for larger numbers of participants in empirical studies, as small sample sizes lead to less statistically reliable results…”
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Response to: MiniMed 780G System Outperforms Other Automated Insulin Systems Due to Algorithm Design, Not Bias-Response to Inaccurate Allegations by Forlenza, Gregory P, Sherr, Jennifer L

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Automated design of search algorithms based on reinforcement learning by Yi, Wenjie, Qu, Rong

“…Automated algorithm design has attracted increasing research attention recently in the evolutionary computation community…”
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Automated Design of Metaheuristics Using Reinforcement Learning Within a Novel General Search Framework by Yi, Wenjie, Qu, Rong, Jiao, Licheng, Niu, Ben

“… With generic algorithmic components, including selection heuristics and evolution operators, the unified GSF aims to serve as the basis of analyzing algorithmic components for automated algorithm design…”
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Automated design of search algorithms: Learning on algorithmic components by Meng, Weiyao, Qu, Rong

“…This paper proposes AutoGCOP, a new general framework for automated design of local search algorithms…”
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Toward automated algorithm configuration for distributed hybrid flow shop scheduling with multiprocessor tasks by Gholami, Hadi, Sun, Hongyang

“… To support this migration, it is necessary to make intelligence decisions that benefit from automatic design of search algorithms…”
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Automated design of local search algorithms: Predicting algorithmic components with LSTM by Meng, Weiyao, Qu, Rong

“…With a recently defined AutoGCOP framework, the design of local search algorithms has been defined as the composition of elementary algorithmic components…”
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Towards a fully automated algorithm driven platform for biosystems design by HamediRad, Mohammad, Chao, Ran, Weisberg, Scott, Lian, Jiazhang, Sinha, Saurabh, Zhao, Huimin

“… Here, we report the application of an integrated robotic system coupled with machine learning algorithms to fully automate the DBTL process for biosystems design…”
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