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This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo packag...
hvac
ipopt
pymoo
pyomo
nsga-ii
deterministic
gurobi-solver
sobol-indices
building-energy
cross-validation
xgboost-regression
bayesian-optimization
nonlinear-optimization
multivariate-regression
probabilistic-inference
stochastic-optimization
latin-hypercube-sampling
machine-learning-algorithms
multi-objective-optimization
genetic-optimization-algorithm
Created
2023-02-18
66 commits to main branch, last one 2 years ago