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My colleagues at BioRob are using multi-objective optimization (NSGA-II) to solve similar types of problems, where there are multiple competing measures of performance, with great success. I think thi…
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Has there been any thought given to pareto front optimization? There's always a tradeoff between tree size and model fidelity, which I gather you handle with parsimony. But the other alternative is …
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For near-state of the art performance on regression and classification, I think we need:
* Gradient descent on constants, i.e. the grammar creates a constant called C0, C1, etc rather than a litera…
jmmcd updated
7 years ago
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您好,
使用NSGA2时,由于约束条件较为严苛以及变量维度过高,同时种群数量设置较小(以保证时间开销)。
较难找到可行解,想知道这种情况算法内部是怎么处理的,以及我应该在哪里改良/定制,以提高种群没有可行解情况下的速度。
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We need to understand how to test our plugin for correctness and effectiveness.
1. I have to write an email to prof to ask about that.
1. I have to research on points such as:
- Which program t…
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I am more interested in the AMOSA algorithm you wrote. I am now preparing to do a multi-objective optimization based on the AMOSA eco-hydrological site. But I am not very familiar with the C language,…
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Hi,
For multi objective problems with non linear constraints, can we run the algorithms directly without framing the nonlinear constraints into the problem definition?
I am getting this error mess…
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Hi @onclave,
we are doing a roster optimization project using GA for our lecture. We have found your project, which is very interesting. But we would like to add some hard and soft constraints to in…
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Hi, I am facing a strange bug, which looks possibly the same as the one described there: https://stackoverflow.com/questions/62432086/platypus-nsga-ii-shows-unhashable-type-numpy-ndarray-after-200-eva…
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A common task for DeepChem users is to design a molecule that satisfies a number of different objectives. For example, a user might want to design a molecule that is within a given solubility range, b…