Narrow search
Showing 1 - 10 of 39,735
Cover Image
Smoothing-based initialization for learning-to-forecast algorithms
Berardi, Michele; Galimberti, Jaqueson K. - 2017
consistent with the statistical properties of the learning algorithm. Our method is generically formulated to cover different …
Persistent link: https://www.econbiz.de/10011619472
Cover Image
An evaluation of the bihyperbolic function in the optimization of the backpropagation algorithm
Miguez, Geraldo; Xavier, Adilson Elias; Maculan F., Nelson - In: International transactions in operational research : … 21 (2014) 5, pp. 835-854
Persistent link: https://www.econbiz.de/10010413600
Cover Image
On the plausibility of adaptive learning in macroeconomics : a puzzling conflict in the choice of the representative algorithm
Berardi, Michele; Galimberti, Jaqueson K. - 2012
Persistent link: https://www.econbiz.de/10009663558
Cover Image
A note on the representative adaptive learning algorithm
Berardi, Michele; Galimberti, Jaqueson K. - 2014
We compare forecasts from different adaptive learning algorithms and calibrations applied to US real-time data on inflation and growth. We find that the Least Squares with constant gains adjusted to match (past) survey forecasts provides the best overall performance both in terms of forecasting...
Persistent link: https://www.econbiz.de/10010344932
Cover Image
A note on the representative adaptive learning algorithm
Berardi, Michele; Galimberti, Jaqueson K. - In: Economics letters 124 (2014) 1, pp. 104-107
Persistent link: https://www.econbiz.de/10010490580
Cover Image
Marrying stochastic gradient descent with bandits : learning algorithms for inventory systems with fixed costs
Yuan, Hao; Luo, Qi; Shi, Cong - In: Management science : journal of the Institute for … 67 (2021) 10, pp. 6089-6115
Persistent link: https://www.econbiz.de/10012665736
Cover Image
Perishable inventory systems : convexity results for base-stock policies and learning algorithms under censored demand
Zhang, Huanan; Chao, Xiuli; Shi, Cong - In: Operations research 66 (2018) 5, pp. 1276-1286
Persistent link: https://www.econbiz.de/10011932445
Cover Image
Smoothing-based initialization for learning-to-forecast algorithms
Berardi, Michele; Galimberti, Jaqueson K. - In: Macroeconomic dynamics 23 (2019) 3, pp. 1008-1023
Persistent link: https://www.econbiz.de/10012126662
Cover Image
The knowledge gradient algorithm for a general class of online learning problems
Ryzhov, Ilya O.; Powell, Warren B.; Frazier, Peter I. - In: Operations research 60 (2012) 1, pp. 180-195
Persistent link: https://www.econbiz.de/10009532627
Cover Image
Multiple strategies based orthogonal design particle swarm optimizer for numerical optimization
Qin, Quande; Cheng, Shi; Zhang, Qingyu; Wei, Yi-Ming; … - In: Computers & operations research : and their … 60 (2015), pp. 91-110
Persistent link: https://www.econbiz.de/10011279666