CodePudding user response:
In simple terms, the neural network is a noun, the genetic algorithm is a verb, if you are familiar with the neural network, genetic algorithm corresponding to the optimization of neural network algorithm, and (of course, the genetic algorithm doesn't need to be used to optimize neural networks, but this perspective from the neural network optimization algorithm, genetic algorithm (ga) is interesting, can also be relatively deeper understanding of the different and connection of neural network and genetic algorithm,) the most famous optimization algorithm is back propagation neural network with gradient descent, but in fact this is not the only optimization approach, for example, the most simple and crude optimization method, random weight, until the network performance to meet the needs of our search method (violence),