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problems with bounds from: Gratton, S., Mouffe, M., Sartenaer, A., Toint, P. L., & Tomanos, D. (2010). Numerical experience with a recursive trust-region method for multilevel nonlinear bound-constrai…
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A minimal example:
```.py
import jaxopt
import jax.numpy as jnp
def objective(x):
return -jnp.sum(jnp.dot(jnp.array([2, 1], jnp.float32), x))
def main():
a = jnp.array([[0, 0]], j…
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I am trying to build a Fairness Model using BERT extending Wiki_toxicity_fairness . I have successfully built all types of Deep Learning models (LSTN, Bi-LSTM, CNN_LSTm, CNN+Bi-LSTM) , Then I…
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read:
### stochastic programming
mathematical programming book
http://web.mit.edu/15.053/www/AMP.htm
mutistage stochastic programming
https://orbi.uliege.be/bitstream/2268/80246/1/MSPchap_pre…
msz13 updated
3 weeks ago
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NlcOptim offers an interesting sqp algorithm. I forsee that it can be used for finding starting values for complex optimizations.
Moreover I anticipate that it can be used for constrained optimizat…
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We do optimization in the unconstrained space. When this eventually gets mapped back to the constrained space, the values can be numerically unstable if the parameters in the unconstrained space are v…
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Hi,
I'm trying to use L-BFGS-B a constrained optimization problem (for the maximization of an acquisition function in the context of bayesian optimization), but the algorithm gets stuck while trying …
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Care is needed to insure that steady state capital is finite when using CES utility. In particular the elasticity of substitution can not be too large. Fix probably requires using constrained optimiz…
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#### Describe the bug
I ran into these results when running a constrained optimization GLM using Tweedie(var_power=1.5). I believe more than the constrained optimization itself, this is related to …
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The alignment does not take into consideration the constraint of starting the trajectories at the same pose. This is an issue as the --align would try to figure out the best un-constrained transformat…