BIOENGINEER

Robust Optimization Framework Tames Uncertainty in Smart EV Parking Lot Energy Management

A hybrid optimization algorithm reduced simulated EV parking lot operational costs by 17.7% and peak grid dependency by 36.3% ...
BIOENGINEER

Ensemble Machine Learning Helps Evolutionary Algorithms Track Changing Optimization Targets

A new ensemble machine learning-based prediction mechanism reinitializes evolutionary algorithm populations after ...
US Geological Survey

Managing and learning with multiple models: Objectives and optimization algorithms

Authors William J. M. Probert, C.E. Hauser, E. McDonald-Madden, M.C. Runge, P.W.J. Baxter, H.P. Possingham ...