en Superposition and parallelism:

possible effects on algorithms

Authors

  • Marcos Cuzziol

DOI:

https://doi.org/10.23925/1984-3585.2023i27p28-38

Keywords:

computing, genome, quantum, digital, evolution, adaptation

Abstract

The phenomena of superposition of states and parallelism make quantum computing fundamentally different from digital computing. But the differences are not restricted to processing speed. As we will see below, the quality of quantum processing results is potentially unattainable in the digital environment, regardless of the processing time required. This article analyzes the principle of genetic algorithms in order to illustrate the differences between digital and quantum processing.

Author Biography

Marcos Cuzziol

Marcos Cuzziol tem graduação em Engenharia Mecânica pelo Instituto de Ensino de Engenharia Paulista, com o mestrado (intitulado Games 3D: aspectos de desenvolvimento) e o doutorado (intitulado Estados superpostos: proposta de modelo matemático para games 3D) realizados na ECA-USP. Desenvolvedor de games, programador, sócio fundador da Perceptum Software Ltda., foi gerente do núcleo de Inovação do Instituto Itaú Cultural de 2000 a 2020. É pesquisador colaborador do Instituto de Estudos Avançados da USP. Atua principalmente nos seguintes temas: games, realidade virtual, inteligência e comportamento artificial, arte e tecnologia. Orcid: https://orcid.org/0009-0005-6108-824X.

References

HILLE, Karl. NASA turns to AI to design mission hardware. NASA, 10 fev. 2023. Disponível em: https://www.nasa.gov/feature/goddard/2023/nasa-turns-to-ai-to-design-mission-hardware. Acesso em: 14 ago. 2023.

HOLLAND, John. Adaptation in natural and artificial systems. Ann Arbor, MI: University of Michigan Press, 1975.

IBARRONDO, Rubén; GATTI, Giancarlo; SANZ, Mikel. Quantum vs. classical genetic algorithms: a numerical comparison shows faster convergence. In: IEEE Symposium Series on Computational Intelligence (SSCI), Singapore, 2022, p. 947–954.

Published

2023-12-15