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12/03/2021
Equity in Stochastic Healthcare Facility Location
We consider issues of equity in stochastic facility location models for ...
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06/10/2020
Simultaneous Decision Making for Stochastic Multi-echelon Inventory Optimization with Deep Neural Networks as Decision Makers
This study focuses on simultaneous decision making for stochastic multi-...
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12/31/2019
C. H. Robinson Uses Heuristics to Solve Rich Vehicle Routing Problems
We consider a wide family of vehicle routing problem variants with many ...
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09/12/2019
Feature Engineering and Forecasting via Integration of Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks: Renewable Energy Case Studies
This research introduces a framework for forecasting, reconstruction and...
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06/01/2019
Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves via Recurrent and Sequence-to-Sequence Networks
This article explores the concepts of ocean wave multivariate multistep ...
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05/30/2019
Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework
Although reinforcement learning (RL) can provide reliable solutions in m...
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02/12/2018