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Energy-efficient buffer and service rate allocation in manufacturing systems using hybrid machine learning and evolutionary algorithms

Sixiao Gao, Hui Liu, Jun Ota

2023Advances in Manufacturing11 citationsDOI

Topics & Concepts

Mathematical optimizationEnergy consumptionSortingComputer scienceEfficient energy useBoosting (machine learning)Genetic algorithmThroughputEvolutionary algorithmMulti-objective optimizationSimulated annealingAlgorithmEngineeringArtificial intelligenceMathematicsTelecommunicationsElectrical engineeringWirelessScheduling and Optimization AlgorithmsDigital Transformation in IndustryAdvanced Manufacturing and Logistics Optimization
Energy-efficient buffer and service rate allocation in manufacturing systems using hybrid machine learning and evolutionary algorithms | Litcius