flexible batching
[/ˈflɛksəbəl ˈbætʃɪŋ/]
noun
processamento em lotes flexível
1. A manufacturing or processing method that allows for variable batch sizes and production schedules, adapting to demand fluctuations without significant retooling or downtime
The factory implemented flexible batching to accommodate both small custom orders and large bulk requests.
A fábrica implementou processamento em lotes flexível para acomodar tanto pedidos personalizados pequenos quanto solicitações de grandes volumes.
2. In machine learning and deep learning, the technique of varying batch sizes during model training to optimize performance and computational efficiency
Flexible batching allows the neural network to process varying input sizes while maintaining training stability.
O processamento em lotes flexível permite que a rede neural processe tamanhos de entrada variáveis mantendo a estabilidade do treinamento.
3. A logistics approach where shipments are consolidated or separated based on real-time demand and inventory levels rather than fixed schedules
With flexible batching, the distribution center can respond quickly to changing customer demands.
Com o processamento em lotes flexível, o centro de distribuição pode responder rapidamente às mudanças na demanda dos clientes.
The term 'flexible batching' is primarily used in industrial, manufacturing, and technology sectors. It reflects modern business practices emphasizing adaptability and efficiency, particularly relevant in Brazil's growing manufacturing and tech industries where companies increasingly adopt agile and lean methodologies to compete globally.
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