2025-03-072025-03-072021CRAVO, Augusto Farias; SÁ, Thays Dhandarah Rodrigues. Metaheurísticas: o desenvolvimento de uma ferramenta web para acesso dos algoritmos metaheurísticos particle swarm optimization e semi-autonomous-pso. Orientador: Claudomiro de Souza Sales Júnior. 2021. 23 f. Trabalho de Conclusão de Curso (Bacharelado em Ciência da Computação) – Faculdade de Computação, Instituto de Ciências Exatas e Naturais, Universidade Federal do Pará, Belém, 2021. Disponível em: https://bdm.ufpa.br/jspui/handle/prefix/7776. Acesso em:.https://bdm.ufpa.br/jspui/handle/prefix/7776The application of metaheuristics to complex problems usually generates innovative and varied solutions. When added to a literature, they can be used to assist both veterans, who already work in the field, and beginning researchers in the field. Algorithms like: Particle Swarm Optimization (PSO), Genetic Algorithm (AG), Ant Colony Algorithm (ACA) and Artificial Bee Colony Algorithm (ABC) are examples of existing optimization algorithms widely used and with new variations being developed widely. Whether through adaptations of existing solutions or the creation of new methods, the literature has gained many contributions on the subject. This work addresses the construction of a web tool focused on the PSO and SAPSO (Semi-Autonomous Particle Swarm Optimization) algorithms, the latter being an optimization recently created from the PSO. Due to the complexity of selection, implementation and application of the methods, in addition to the different optimization techniques that each one addresses, this work proposes to develop a simplified web platform that allows access to the PSO and SAPSO algorithms, initially. These algorithms will be arranged in a web interface, with permissions for the user to select the algorithm, adjust the parameters and choose one of the test functions available in the application, generating results through graphs and tables for viewing. Thus reducing the effort applied in the stages of development and understanding about their execution, aiming at the objectivity and practicality of not implementing each one of them and focusing on the stages of analysis and application of the results obtained.Acesso AbertoMetaheurísticasPsoSapsoInternetFerramentaMetaheuristicsWebToolCNPQ::CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAOTrabalho de Curso - Graduação - Monografia