Search Results - dynamic algorithm configuration

Automated Dynamic Algorithm Configuration by Adriaensen, Steven, Biedenkapp, André, Shala, Gresa, Awad, Noor, Eimer, Theresa, Lindauer, Marius, Hutter, Frank

“…The performance of an algorithm often critically depends on its parameter configuration…”
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Simple amplifier configuration algorithm for dynamic C + L-band systems in the presence of stimulated Raman scattering by Song, Yuchen, Fan, Qirui, Lu, Chao, Wang, Danshi, Lau, Alan Pak Tao

“…We propose a simple two-step amplifier configuration algorithm based on signal power across different channels to improve the generalized signal-to-noise ratio (GSNR…”
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An opportunistic energy‐efficient dynamic self‐configuration clustering algorithm in WSN‐based IoT networks by Tumula, Sridevi, Ramadevi, Y., Padmalatha, E., Kiran Kumar, G., Venu Gopalachari, M., Abualigah, Laith, Chithaluru, Premkumar, Kumar, Manoj

“…Summary The demand for the Internet of Things (IoT) has significantly increased in the current scenario; specific sectors that require IoT include industrial…”
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Metamodel-based dynamic algorithm configuration using artificial neural networks by Dunke, Fabian, Nickel, Stefan

“… To this end, we develop a metamodel-based methodology for dynamic algorithm configuration: We first record algorithm performance under static system parameters…”
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Efficient Three-Step Amplifier Configuration Algorithm for Dynamic C+l-Band Links in Presence of Stimulated Raman Scattering by Song, Yuchen, Fan, Qirui, Lu, Chao, Wang, Danshi, Lau, Alan Pak Tao

“…We propose an efficient three-step amplifier configuration algorithm to improve and maintain the generalized signal-to-noise ratio (GSNR…”
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Learning Heuristic Selection with Dynamic Algorithm Configuration by Speck, David, Biedenkapp, André, Hutter, Frank, Mattmüller, Robert, Lindauer, Marius

“… Since the performance of a heuristic varies from instance to instance, approaches such as algorithm selection can be successfully applied…”
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Resource Allocation Algorithm Based on Power Control and Dynamic Transmission Protocol Configuration for HAPS-IMT Integrated System by Wang, Li, Zhao, Xiaoyan, Wang, Cheng, Wang, Weidong

“… In this paper, a resource allocation algorithm based on power control and dynamic transmission protocol configuration is proposed…”
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L-Shape Propagated Array Configuration With Dynamic Reconfiguration Algorithm for Enhancing Energy Conversion Rate of Partial Shaded Photovoltaic Systems by Srinivasan, A., Devakirubakaran, S., Sundaram, B. Meenakshi, Balachandran, Praveen Kumar, Cherukuri, Santhan Kumar, Winston, D. Prince, Babu, Thanikanti Sudhakar, Alhelou, Hassan Haes

“… In this work, L-shaped propagated array configuration method with a new dynamic reconfiguration algorithm have proposed for enhancing the energy conversion under the partial shading conditions…”
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Dynamic airspace configuration by genetic algorithm by Marina Sergeeva, Daniel Delahaye, Catherine Mancel, Andrija Vidosavljevic

“… In recent years, special interest has been paid to the solution of the dynamic airspace configuration problem…”
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Concept, Principle and Application of Dynamic Configuration for Intelligent Algorithms by Fei Tao, Yuanjun Laili, Yilong Liu, Ying Feng, Qining Wang, Lin Zhang, Xu, Lida

“… To overcome these shortcomings, new dynamic configuration methods for intelligent algorithms (DC-IA…”
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Automated Dynamic Algorithm Configuration by Adriaensen, Steven, Biedenkapp, André, Gresa Shala, Awad, Noor, Eimer, Theresa, Lindauer, Marius, Hutter, Frank

“…The performance of an algorithm often critically depends on its parameter configuration…”
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Multi-agent Dynamic Algorithm Configuration by Xue, Ke, Xu, Jiacheng, Yuan, Lei, Li, Miqing, Chao, Qian, Zhang, Zongzhang, Yang, Yu

“… A popular algorithm configuration tuning paradigm is dynamic algorithm configuration (DAC), in which an agent learns dynamic configuration policies across instances by reinforcement learning…”
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Implicit one-step dynamic algorithms with configuration-dependent parameters: application to central force fields by Jelenic, Gordan

“…This work presents a family of implicit one-step algorithms for non-linear dynamics possessing the ability to conserve some of the integrals of the underlying Hamiltonian motion…”
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Dynamic instance sampling for multi-objective automatic algorithm configuration by Li, Yuchen, Wang, Handing

“… To address this, we propose a Kriging-assisted Two_Arch2 with dynamic instance sampling algorithm, which aims to reduce the high costs of configuration evaluations by lowering the fidelity…”
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Learning Heuristic Selection with Dynamic Algorithm Configuration by Speck, David, Biedenkapp, André, Hutter, Frank, Mattmüller, Robert, Lindauer, Marius

“… Since the performance of a heuristic varies from instance to instance, approaches such as algorithm selection can be successfully applied…”
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Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization by Benjamins, Carolin, Cenikj, Gjorgjina, Nikolikj, Ana, Mohan, Aditya, Tome Eftimov, Lindauer, Marius

“…Dynamic Algorithm Configuration (DAC) addresses the challenge of dynamically setting hyperparameters of an algorithm for a diverse set of instances rather than focusing solely on individual tasks…”
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Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration by Biedenkapp, André, Nguyen, Dang, Krejca, Martin S, Hutter, Frank, Doerr, Carola

“… ("dynamic algorithm configuration") are therefore an important component of modern evolutionary computation frameworks…”
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Smart Agent and Modified Master-Backup Algorithm for Auto Switching Dynamic Host Configuration Protocol Relay through Wireless Router by Syafei, Wahyul Amien, Soetrisno, Yosua Alvin Adi, Prasetijo, Agung Budi

“… (Dynamic Host Configuration Protocol) services and also durability in connectivity. Wireless router which is used in the office nowadays usually has a small memory and also CPU power…”
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Delay-Aware Dynamic Resource Allocation and ABS Configuration Algorithm in HetNets Based on Lyapunov Optimization by Tang, Lun, Wei, Yannan, Chen, Wan, Chen, Qianbin

“… Then, by leveraging the Lyapunov optimization technique, an extremely simple but optimal delay-aware dynamic resource allocation and ABS configuration algorithm (DDRAACA…”
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DACBench: A Benchmark Library for Dynamic Algorithm Configuration by Eimer, Theresa, Biedenkapp, André, Reimer, Maximilian, Adriaensen, Steven, Hutter, Frank, Lindauer, Marius

“…Dynamic Algorithm Configuration (DAC) aims to dynamically control a target algorithm's hyperparameters in order to improve its performance…”
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