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I have used scipy's Differential Evolution genetic algorithm to find initial parameters for fitting a double Lorentzian peak equation to Raman spectroscopy data. I found that the results were excellen…
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I wanna tell you that my python finds syntax errors:
```
File "main.py", line 32`
print(colored(f"Mating function is ", 'blue') + colored(Andividual.mate, 'green'))`
```
```
Traceback (m…
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The goal is to use my [graph-based genetic algorithm](https://doi.org/10.1039/C8SC05372C) (GA) to maximise pIC50 values predicted using machine learning (ML). Here are some preliminary results.
**M…
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genetic algorithm optimization for neural network:
finish fitness.py
1. implement neural network forward prop code (WIP: Octave to Python)
2. integrate genetic.py
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I'm use a JDBC Datasource as input to the genetic algorithm. The issue is that I have more than 15000 open (and inactive) connections and, since each one has a 1MB overhead, the program execution cras…
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Hello,my problem's optimal integer solution is 116,but using your algorithm is about 226,sometiomes is inf by tuning the parameters.How can I get a good solution(near the optimal solution)?Can you giv…
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### Abstract (2-3 lines)
This talk is to introduce the audiance to Genetic Algorithms, and cover all the fundamentals. It covers topics like fitness algorithms, mutation, crossover etc. Also real lif…
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Found an issue in device/kernel4.cl:
The if statements starting on lines: 128, 136, and 163:
`if (get_local_id(0) < 4)`
`if (get_local_id(0) < 2)`
`if (get_local_id(0) < 2)`
These lines assig…
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It would be good to add additional examples to the optimization docs. Possibilities are:
- level set optimization
- basic shape optimization (e.g. diameters and origins of circles)
- more sophist…
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- [x] Random Search
- [x] Greedy Search/Hill Climb
- [x] Simulated annealing (SA)
- [x] Basic Evolution Strategies (ES)
- [x] Genetic Algorithm (GA)
- [x] Particle Swarm Optimization (PSO)
- [x…