evolutionary computing

[/ˌɛvəˈluːʃəneri kəmˈpjuːtɪŋ/]
noun
computação evolutiva
1. A field of computer science that applies principles of biological evolution to solve computational problems through algorithms that simulate natural selection, mutation, and inheritance
Evolutionary computing uses genetic algorithms to find optimal solutions to complex optimization problems.
A computação evolutiva utiliza algoritmos genéticos para encontrar soluções ótimas para problemas de otimização complexos.
2. A computational paradigm inspired by nature that iteratively improves candidate solutions through simulated evolutionary processes
The research team applied evolutionary computing techniques to design more efficient neural networks.
A equipe de pesquisa aplicou técnicas de computação evolutiva para projetar redes neurais mais eficientes.
Evolutionary computing is a well-established field in computer science education and research in both Brazil and the United States, particularly in universities with strong engineering and computer science programs. The term is consistently used in technical documentation, academic papers, and software development contexts across both countries without significant regional variations.
Synonyms / Sinônimos
evolutionary algorithmsnature-inspired computingbio-inspired computationgenetic algorithms
Antonyms / Antônimos
deterministic computingrule-based computing

Regional Variations

General Brazilian
computação evolutiva
Standard term used in academic and technical contexts throughout Brazil
São Paulo
computação evolutiva
Commonly used in technology and research sectors
Rio de Janeiro
computação evolutiva
Used in academic institutions and technology companies
Portugal
computação evolutiva
Same terminology used in European Portuguese academic circles

Related Words

genetic algorithmparticle swarm optimizationartificial intelligencemachine learningoptimizationmutation operatorfitness functionnatural selection

Related Idioms & Phrases

survival of the fittest algorithm
genetic programming approach
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