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Is there a way to checkpoint progress on evolutionary merging and resume it gracefully at a later date without restarting? i'm dealing with resource constraints that doesn't allow me extensive compute…
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Many of the interactive evolutionary multiobjective optimization methods that were present in the older version of DESDEO need to be re-implemented in version 2.0. The methods are listed below alongsi…
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Hi,
I was thinking whether it would make sense to check the sorting network proposals generated by the evolutionary algorithm using an FPGA. I will try to explain what can be done on an FPGA and ho…
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I tried out the 'CTVsuggest' package, as requested by Achim Zeileis.
For the Optimization task view, it suggested the following packages:
CTVsuggest(taskview = "Optimization", n = 40)
When…
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receive parameter settings from users for metrics function.
For preference-based evolutionary multiobjective optimization, it is necessary to receive parameter settings from users for metric calcul…
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one optimization we can make is to run grid search when the search space is small (such as when we're comparing model types), and run evolutionary algorithm search (EAsearch) when the search space is …
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Real-world white box
Vibrating platform design problem with 3 variables, 2 objectives
and 5 constraints [Ray et al. 2001]
[Ray et al. 2001]
T. Ray, K. Tai and K. C. Seow . Multiobjective desig…
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# URL
- https://arxiv.org/abs/2403.13187
# Affiliations
- Takuya Akiba, N/A
- Makoto Shing, N/A
- Yujin Tang, N/A
- Qi Sun, N/A
- David Ha, N/A
# Abstract
- We present a novel application …
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**Scenario**
Let's see how far our model can get us without using GPUs
**Implementation**
Optimize a selection of the network hyper-parameters using an optimization method that is smarter than g…