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How to implement constrained optimization?
- Which algorithm to use? Barrier method?
- How much derivative information is needed for constraint function(s)? How to pass constraint function(s)? Is it a…
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Hi, thank you for the amazing library!
I was wondering if minimizing with user-specified bounds, or algorithms like projected gradient descent are supported?
If not, what would be the best practi…
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**Goal:**
Want to add constraints to reduce search space for optimizing the time variables in the chromosome (i.e time of maneuvers). For instance, the next time of maneuver should be greater than t…
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hyperopt seems to be performing poorly on a simple constrained optimization problem.
min f = 2x_1^2 + x_2^2
s.t. x_1 + x_2 = 1
The code is given below. Even if I remove the constraint (the pena…
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Since EI has an analytical formula, argmax(EI) should easily incorporate constraints. An example is weights, where sum(x's)=1, or points in a circle, where x^2+y^2
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This issue keeps track of the support for constraints in GPFlowOpt.
Support for expensive constraints will be initially added using the Probability of Feasbility (PoF). With the acquisition functio…
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# Book distribution — Engineering Systems Optimization
[https://teachbooks.tudelft.nl/engineering-systems-optimization/pages/linear_constrained_optimization_example.html](https://teachbooks.tudelft…
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Hi guys,
I have been working in the implementation of the a phase-field fracture solver in GEOSX, and in this solver, I have a field variable which cannot decrease (it is a variable that represents…
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What are people's thoughts on how constrained optimization should be handled? I ask because I'm writing an implementation of the parametric simplex and affine scaling methods for linear optimization, …
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Hello,
Is there a way to reproduce the Constrained property optimization experiments from GCPN and GraphAF on torchdrug?
Similarly to the property optimization from https://torchdrug.ai/docs/tutoria…