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neural-network-genetic-algorithm-master

  • Category : AI-NN-PR
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  • Update : 2020-04-30
  • Size : 8kb
  • Downloaded :0次
  • Author :崔宁敏
  • About : Nobody
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Introduction - If you have any usage issues, please Google them yourself
In order to automatically learn the deep network structure of CNN, the number of network structure increases exponentially with the increase of the number of network middle layer, which inspires us to use genetic algorithm to effectively traverse this large search space.We first propose a coding method to represent each network structure as a binary string of fixed length, and then initialize the genetic algorithm by generating a set of random individuals.In each generation, we define standard genetic operations (such as selection, mutation, and crossover) to eliminate vulnerable individuals and produce more competitive ones.
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FilenameSizeUpdate
neural-network-genetic-algorithm-master 0 2017-11-17
neural-network-genetic-algorithm-master\.gitignore 14 2017-11-17
neural-network-genetic-algorithm-master\LICENSE 1073 2017-11-17
neural-network-genetic-algorithm-master\README.md 1420 2017-11-17
neural-network-genetic-algorithm-master\brute.py 2619 2017-11-17
neural-network-genetic-algorithm-master\main.py 3323 2017-11-17
neural-network-genetic-algorithm-master\network.py 1570 2017-11-17
neural-network-genetic-algorithm-master\optimizer.py 5464 2017-11-17
neural-network-genetic-algorithm-master\train.py 3658 2017-11-17
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