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Effectiveness of random search in SVM hyper-parameter tuning
(International Neural Network Society – INNSIEEE Computational Intelligence SocietyKillarney, 2015-07)
Classification is one of the most common machine learning tasks. SVMs have been frequently applied to this task. In general, the values chosen for the hyper-parameters of SVMs affect the performance of their induced ...
Novas heurísticas para o agrupamento de dados pela soma mínima de distâncias quadráticas
(BrasilUFRNPROGRAMA DE PÓS-GRADUAÇÃO EM ENGENHARIA ELÉTRICA E DE COMPUTAÇÃO, 2017-04-12)
Due to the large volume of data generated by the growth of applications that provide
new information, both in volume and variety, more efficient techniques are required to
classify and processes them. A widely used ...
Seleção de requisitos de software utilizando métodos meta-heurísticos
(Universidade Tecnológica Federal do ParanáCuritibaBrasilPrograma de Pós-Graduação em Computação AplicadaUTFPR, 2019-06-27)
The software requirements selection is an important step in any software development software and bad decisions can cause the project to fail. This makes reasearches on techniques to aid the professionals on the decision ...
Reversible Circuit Optimization based on Tabu Search
(Ieee, 2018-01-01)
An algorithm, based on the meta-heuristic technique known as Tabu Search, was developed to optimize reversible circuits. A set of rules that can modify the reversible circuit to be optimized are applied. The movement of ...
Increasing the efficiency in integer simulation optimization: Reducing the search space through data envelopment analysis and orthogonal arrays
(2017-10-16)
The development of various heuristics has enabled optimization in simulation environments. Nevertheless, this research area remains underexplored, primarily with respect to the time required for convergence of these ...
Análise de aplicabilidade de search-based software engineering em gerência de requisitos em projetos de software
(Universidade Federal de Santa MariaBrasilUFSMCentro de Tecnologia, 2018-12-10)
The development of software involves a series of steps that aim to deliver the software functioning, fulfilling the needs of the client and within the budget and time frame for its development. The requirements phase has ...
Hybrid Heuristic for the Inventory Location-Routing Problem
(Elsevier B.V., 2013)
Resolver el problema de localización y ruteo de inventarios optimiza simultáneamente el diseño de la cadena de suministro y sus costos operacionales. Los supuestos del modelo incluyen el hecho que los vehículos pueden ...