Bhupinder Saini

[IDEA] How to implement Evolutionary Algorithms

1

* **What is the current behavior?** The implementation of EAs in `desdeo-emo` is modular... in theory. While the genetic operators have been implemented as separate classes, the algorithms themselves are...

Make gurobipy optional

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``` gurobipy = "^11.0.1" # TODO: Make gurobipy optional ``` https://github.com/industrial-optimization-group/DESDEO/blob/e741b18deb14ce4224be6d2f5733fba7494d648e/pyproject.toml#L45

[IDEA] Problem Formulation

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* **What is the current behavior?** Problems are formulated using the MOProblem class. * **Describe the solution you'd like** Problem formulations should be represented as JSON objects. They can be...

[IDEA] Implementation of Scalarization functions

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* **What is the current behavior?** The scalarization functions are implemented as Python classes. One of the methods of the classes can accept objective values (and additionally, preferences, if they...

I don't know if anyone is still tracking bugs in other DESDEO repos, so I added an issue here as well. Original link to the issue: https://github.com/industrial-optimization-group/desdeo-mcdm/issues/47

Why are these upper and lower bounds not -inf/inf?

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https://github.com/industrial-optimization-group/DESDEO/blob/89b778050bbb7d247e898c8f2ca64bc74ca23873/desdeo/tools/scalarization.py#L578

[IDEA] Support for simulators and surrogates in the problem format

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* **What is the current behavior?** The current problem format does not support simulators and surrogates. * **Describe the solution you'd like** The problem format should be updated to support...