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Particle Swarm Optimization (PSO) for feature selection enhanced with a local search algorithm

I have a project I will like for it to be implemented using python in jupyter notebook. It's a feature selection task using particle swarm optimization. Although, the particle swarm optimization involves initializing the particles using a different method in contrast to the randomize way. Also the pbest and gbest updating include some little modification which i will b glad to explain in details. Lastly, the final feature subset return will be refined using a local search algorithm called the Sequential One Point Flipping (SOPF) algorithm which goes through the final selected features sequentially and flips the state of each selected feature to see if a better accuracy can be found. (By flipping i mean unselecting a selected feature and then re-evaluate the feature subset to test if accuracy will be better than original)

Kemahiran: Python, Algoritma, Machine Learning (ML), Genetic Algorithms, MATLAB

ID Projek: #30534380

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Hi, I have experience implementing PSO as well as various implementation of GA and evolution strategies for the past 5 years. I have worked on both single- and multi-objective problems so I have quite a deep knowledge Lagi

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(71 Ulasan)

hi, we have developed more projects in MATLAB. expert in optimization and prediction. if you need any query related to this project, kindly contact through chat, thank you

$200 USD dalam 12 hari
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Hi, I have experience with optimization and heuristics like GA and PSO, can you share more details about your project with me in the chat?

$140 USD dalam 7 hari
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Hi. Thanks for posting. I am a mathematician who has 15+ years of experiences. My main experiences are numerical programming of ODE/PDE/Optimization(quadrativ programmi Lagi

$140 USD dalam 7 hari
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Hi, I've read your description carefully. I have more than 10 years experience with Pyhton/Java/C++. ************************************************************************************* I'm confident in your project w Lagi

$120 USD dalam 5 hari
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