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## Keyword: sgd
### A Convergence Theory for Federated Average: Beyond Smoothness
- **Authors:** Authors: Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
- **Subjects:** Machine Learning (cs.LG);…
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Dear PyGAD team,
Thinking how evolutionary algorithms work, I was wondering if it could make sense to start off with a large population, and reduce the population size over time, to start with more p…
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Hi! Please consider implementing Evolutionary Merging Method
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By cmd-ntrf
Currently, DEAP handles constraints by checking that bounds are respected through either specialized operators like mutPolynomialBounded and cxSimulatedBinaryBounded or decorators such as…
fmder updated
8 years ago
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1. Use betweenPairs to get distances between stops in the route. Use same points in To and From parameters.
2. Solve TSP in the browser. This keeps it interactive instead of batch on the server.
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This journal paper can be followed for implementing new algorithms:
https://ieeexplore.ieee.org/abstract/document/9344597
After implementing some crucial methods, Metaheuristics.jl can also be u…
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### Feature Request
Hi, thanks for developing the helpful tool.
I thought that constants in hall-of-fame formulas have always been optimized. However, I found it is not the case. This happens even …
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# Problem
- When plotting with:
```julia
ensemble_summary = EnsembleSummary(sim)
plot(ensemble_summary; idxs = 1)
```
the resulting plot includes all state variables rather than just the …
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In ParEGO, EvolALG.m, Expected improvement is computed by:
`EI(i) = -(Gbest-y)*normcdf((Gbest-y/s))-s*normpdf((Gbest-y)/s);`
The parameter for normcdf() should be '(Gbest-y)/s', which is consist…
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Currently the algorithm evaluates every possible combination of complete solutions. The main problem with the current version of the update_archive() function. Since the simulation required for joint_…