Search Results - subject:"parameter tuning"

ACVIZ: A tool for the visual analysis of the configuration of algorithms with irace

de Souza, Marcelo; Ritt, Marcus; López-Ibáñez, Manuel; … - In: Operations Research Perspectives 8 (2021), pp. 1-9

This paper introduces acviz, a tool that helps to analyze the automatic configuration of algorithms with irace. It provides a visual representation of the configuration process, allowing users to extract useful information, e.g. how the configurations evolve over time. When test data is...

Persistent link: https://www.econbiz.de/10012662835

ACVIZ : a tool for the visual analysis of the configuration of algorithms with irace

Souza, Marcelo de; Ritt, Marcus; López-Ibáñez, Manuel; … - In: Operations research perspectives 8 (2021), pp. 1-9

Persistent link: https://www.econbiz.de/10012596581

Artificial fish swarm algorithm-based multilayer perceptron model for customer churn prediction in IoT with cloud environment

Venkatesh, S.; Jeyakarthic, M. - In: International journal of business information systems : … 44 (2023) 3, pp. 442-465

Persistent link: https://www.econbiz.de/10014437853

Evolutionary optimisation with outlier detection-based deep learning model for biomedical data classification

Raja, R.; Ashok, B. - In: International journal of networking and virtual … 27 (2022) 2, pp. 143-162

Persistent link: https://www.econbiz.de/10014314600

Capping methods for the automatic configuration of optimization algorithms

Souza, Marcelode; Ritt, Marcus; López-Ibáñez, Manuel - In: Computers & operations research : and their … 139 (2022), pp. 1-15

Persistent link: https://www.econbiz.de/10013342689

Active disturbance rejection motion control of spherical robot with parameter tuning

Liu, Manlu; Lin, Rui; Yang, Maotao; Nazarova, Anaid V.; … - In: Industrial Robot: the international journal of robotics … 49 (2021) 2, pp. 332-343

-disturbance rejection control (ADRC) with parameter tuning. Design/methodology/approach This paper considers the influences of the spherical … field. Originality/value A parameter-tuning method for auto-disturbance-rejection motion control of the spherical robot is … equation is constructed using linearization and decoupling. The XK-I spherical robot PSO-ADRC motion controller with parameter …

Persistent link: https://www.econbiz.de/10014835641

Two-stage multi-neighborhood simulated annealing for uncapacitated examination timetabling

Bellio, Ruggero; Ceschia, Sara; Di Gaspero, Luca; … - In: Computers & operations research : and their … 132 (2021), pp. 1-9

Persistent link: https://www.econbiz.de/10012595693

The irace package: Iterated racing for automatic algorithm configuration

López-Ibáñez, Manuel; Dubois-Lacoste, Jérémie; … - In: Operations Research Perspectives 3 (2016), pp. 43-58

Modern optimization algorithms typically require the setting of a large number of parameters to optimize their performance. The immediate goal of automatic algorithm configuration is to find, automatically, the best parameter settings of an optimizer. Ultimately, automatic algorithm...

Persistent link: https://www.econbiz.de/10011825927

The irace package : iterated racing for automatic algorithm configuration

López-Ibáñez, Manuel; Dubois-Lacoste, Jérémie; … - In: Operations research perspectives 3 (2016), pp. 43-58

Persistent link: https://www.econbiz.de/10011822751

Functional-bandwidth kernel for Support Vector Machine with Functional Data : an alternating optimization algorithm

Blanquero, R.; Carrizosa, Emilio; Jiménez-Cordero, A.; … - In: European journal of operational research : EJOR 275 (2019) 1, pp. 195-207

Persistent link: https://www.econbiz.de/10011993243