soft computing

[/sɔft kəmˈpjuːtɪŋ/]
noun
computação suave
1. A computing paradigm that uses approximate reasoning and tolerance for imprecision, uncertainty, and partial truth to solve complex problems, including techniques such as fuzzy logic, neural networks, genetic algorithms, and probabilistic methods
Soft computing techniques are increasingly used in artificial intelligence to handle real-world problems with incomplete or imprecise data.
As técnicas de computação suave são cada vez mais utilizadas em inteligência artificial para lidar com problemas do mundo real que possuem dados incompletos ou imprecisos.
2. A collection of methodologies aimed at exploiting tolerance for imprecision and uncertainty to achieve tractability, robustness, and low solution cost
Machine learning engineers applied soft computing to optimize the recommendation system.
Engenheiros de aprendizado de máquina aplicaram computação suave para otimizar o sistema de recomendação.
Soft computing is a specialized technical term primarily used in academic, research, and professional computing contexts in Brazil and Portugal. It is rarely used in casual conversation. The field gained prominence in the 1990s and is now standard terminology in computer science curricula and AI research across Portuguese-speaking countries. The English term is often retained in technical literature even in Portuguese publications due to the internationalized nature of scientific communication.
Synonyms / Sinônimos
approximate computingfuzzy computingbio-inspired computingevolutionary computing
Antonyms / Antônimos
hard computingconventional computingcrisp computing

Regional Variations

General Brazilian Portuguese
computação suave
Standard academic and technical term used in universities and research institutions
Portugal
computação flexível
Alternative translation sometimes used in Portuguese academic circles
Brazil - Technical
computação mole
Less formal but comprehensible variant in technical contexts
International Scientific Community
soft computing (unchanged)
Often used in original English in technical publications and conferences across both Brazil and Portugal

Related Words

fuzzy logicneural networksgenetic algorithmsmachine learningartificial intelligenceswarm intelligenceevolutionary computation

Related Idioms & Phrases

fuzzy thinking (vague or imprecise reasoning, related conceptually)
thinking outside the box (similar to soft computing's approach to unconventional problem-solving)
Look up more words on Fala2Me
The free English-Portuguese dictionary with real Brazilian accents, NYC slang, conjugator and more
Open Fala2Me →