A Review on Humanized Computational Intelligence

Computational Intelligence (CI) has three main foundations: Neural Networks, Evolutionary Computation (EC) and Fuzzy Systems (FS). Collaborating systems based on these models have been built and installed in prototypes and successful consumer products. However, creativity still is a main human task,...

ver descrição completa

Detalhes bibliográficos
Autor principal: Reis, Cecília (author)
Outros Autores: Marques, Viriato M. (author), Tenreiro Machado, J. A. (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2019
Texto completo:http://hdl.handle.net/10400.22/13645
País:Portugal
Oai:oai:recipp.ipp.pt:10400.22/13645
Descrição
Resumo:Computational Intelligence (CI) has three main foundations: Neural Networks, Evolutionary Computation (EC) and Fuzzy Systems (FS). Collaborating systems based on these models have been built and installed in prototypes and successful consumer products. However, creativity still is a main human task, in great part due to the presence of subjective values and psychological / emotional responses in the evaluation of the created objects. In this context the Interactive Evolutionary Computation (IEC), a paradigm in which humans directly intervene in fitness evaluation, is a new direction for CI research. Art, education and engineering are some examples of IEC application domains.