Litcius/Paper detail

A quasi fractional order gradient descent method with adaptive stepsize and its application in system identification

Jianjun Liu, Rui Zhai, Yuhan Liu, Wenliang Li, Bingzhe Wang, Liyuan Huang

2020Applied Mathematics and Computation32 citationsDOI

Topics & Concepts

Gradient descentConvergence (economics)Rate of convergenceMathematicsAdaptive stepsizeApplied mathematicsMathematical optimizationFunction (biology)Descent directionGradient methodOrder (exchange)AlgorithmComputer scienceNumerical analysisMathematical analysisArtificial neural networkComputer networkFinanceEvolutionary biologyEconomicsMachine learningChannel (broadcasting)Economic growthBiologyFractional Differential Equations SolutionsAdvanced Control Systems DesignExtremum Seeking Control Systems