Suchergebnisse - automation algorithm configuration parameter tuning automation algorithm design*

Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms von Bezerra, Leonardo C. T., Lopez-Ibanez, Manuel, Stutzle, Thomas

“… The motivation for studies of this latter type stem from the development of flexible software frameworks and the usage of automatic algorithm configuration methods to find novel algorithm designs …”
Volltext

Viscoelastic characterization of the human osteosarcoma cancer cell line MG-63 using a fractional-order zener model through automated algorithm design and configuration von 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 …”
Volltext

Bayesian reaction optimization as a tool for chemical synthesis von Shields, Benjamin J., Stevens, Jason, Li, Jun, Parasram, Marvin, Damani, Farhan, Alvarado, Jesus I. Martinez, Janey, Jacob M., Adams, Ryan P., Doyle, Abigail G.

“… . Likewise, parameter optimization is omnipresent in artificial intelligence, from tuning virtual personal assistants to training social media and product recommendation systems 2 …”
Volltext

A DRL-Based Adaptive Control Design for a Class of Nonlinear Systems With Mismatched Disturbances: From Algorithm to Application von Dong, Xin, Zhang, Chuanlin, Chen, Hongtian, Zhang, Weidong

“… With the help of the self-learning ability delivered by the DRL algorithm, a robust adaptive control scheme is constructed for handling the challenge of parameter configuration difficulty …”
Volltext

Analysing differences between algorithm configurations through ablation von Fawcett, Chris, Hoos, Holger H.

“… Developers of high-performance algorithms for hard computational problems increasingly take advantage of automated parameter tuning and algorithm configuration tools, and consequently often create …”
Volltext

PTPT: Physical Design Tool Parameter Tuning via Multi-Objective Bayesian Optimization von Geng, Hao, Chen, Tinghuan, Ma, Yuzhe, Zhu, Binwu, Yu, Bei

“… simulation process, such manual explorations for parameter configurations of physical design tools have become extremely laborious …”
Volltext

A Literature Survey on Offline Automatic Algorithm Configuration von Eryoldaş, Yasemin, Durmuşoglu, Alptekin

“… Because parameter tuning became commonly utilized in industry and research and there is a significant advancement in this area, a comprehensive review is an important requirement …”
Volltext

Automatically Designing State-of-the-Art Multi- and Many-Objective Evolutionary Algorithms von Bezerra, Leonardo C T, López-Ibáñez, Manuel, Stützle, Thomas

“… (i) parameter tuning through automatic configuration, (ii) a wide range of different setups, and (iii) various performance metrics …”
Weitere Angaben

Nigel-Mechatronic Design and Robust Sim2Real Control of an Overactuated Autonomous Vehicle von Samak, Chinmay V., Samak, Tanmay V., Velni, Javad M., Krovi, Venkat N.

“… Simulation to reality (sim2real) transfer from a dynamics and controls perspective usually involves re-tuning or adapting the designed algorithms to suit real-world operating conditions, which often violates the performance …”
Volltext

Reconfigurability-optimal design of fixed-wing UAV based on structurally redundant sensor configuration and improved cuckoo search algorithm von Gu, XuPing, Shi, Xianjun

“… ), this study proposes a reconfigurable optimal design method based on a structurally redundant sensor configuration and an improved cuckoo search algorithm (ICSA …”
Volltext

Automation of gearbox design von Fürst, Marius, Götz, Joshua, Otto, Michael, Stahl, Karsten

“… In order to respond to a shortened development time of today’s transmission systems, the automation of certain steps in the design process is essential for ensuring an efficient development process …”
Volltext

Evaluation of alternative design choices for evolutionary mutation testing by means of automated configuration von Delgado-Pérez, Pedro, Chicano, Francisco

“… This technique consists of introducing subtle changes in the code of a program, which are expected to be detected by the designed test cases …”
Volltext

Unified and Flexible Online Experimental Framework for Control Engineering Education von Lei, Zhongcheng, Zhou, Hong, Hu, Wenshan, Liu, Guo-Ping

“… all the functionalities such as web-based algorithm design, parameter tuning, visual configuration of customized …”
Volltext

Semi-lazy probabilistic roadmap: a parameter-tuned, resilient and robust path planning method for manipulator robots von Akbaripour, Hossein, Masehian, Ellips

“… An indispensable feature of a modern intelligent robot is its capability to plan short and safe motions in the presence of obstacles in its workspace, which is …”
Volltext

Automated spray path planning based on Bayesian optimization and ant colony optimization von Peng, Ta-Jen, Chen, Peng-Jen, Su, Ting-Lun, Lin, Chung-Chieh

“… ) to effectively address these challenges. The proposed approach dynamically optimizes critical algorithm parameters to effectively enhance spray coverage and reduce loss function values …”
Volltext

Data-Driven Kinematic Model for the End-Effector Pose Control of a Manipulator Robot von Goméz-Casas, Josué, Toro-Arcila, Carlos A., Rodríguez-Rosales, Nelly Abigaíl, Obregón-Flores, Jonathan, Ortíz-Ramos, Daniela E., Martínez-Villafañe, Jesús Fernando, Gómez-Casas, Oziel

“… The Jacobian matrix is estimated using the Pseudo Jacobian Matrix (PJM) algorithm, which requires tuning only the step and weight parameters that scale the convergence of the model estimation error …”
Volltext

Autotuning of PID controller using the modified relay feedback test and optimization under uncertainty principle for robotic manipulators von Rehan, Ahmed, Boiko, Igor, Zweiri, Yahya

“… An algorithm is also proposed for tuning commercial manipulators' controllers without …”
Volltext

Intelligent hybrid technique for cascaded multilevel inverter based three phase grid-tie hybrid power system: a WPSNN technique von Kumar, S. Satish, Sasi Kumar, M.

“… In first stage, input of WPS algorithm is PV and wind reference voltages and the gain parameters …”
Volltext

PGPR-GA hybrid framework for automated EMI filter design von Shi, Yifan, Chen, Bing, Yan, Wei, Dai, Sirui, Zhou, Meng Xia

Volltext

The use of ensemble learning artificial method in the prediction of surface roughness and burr size when slot milling aluminum alloy von Hajizadeh, Fatemeh, Khosrozadeh, Ali, Niknam, Seyed Ali

“… It is widely acknowledged that the dimensions and configurations of burrs, as well as surface quality attributes such as roughness in machined parts, are influenced by multiple factors …”
Volltext