Hello everyone, I am taking me to ski! For unknown nonlinear functions, it is difficult to find the extreme value of the function only through the input and output data of the function. This type of problem can be solved through neural networks combined with genetic algorithms, using the nonlinear fitting capabilities of neural networks […]
Tag: genetic
BP regression prediction | Optimizing BP neural network parking space prediction based on genetic algorithm with Matlab code
?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For code acquisition, paper reproduction and scientific research simulation cooperation, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab code and simulation customization […]
Optimizing BP neural network parking space prediction based on genetic algorithm with Matlab code
?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For code acquisition, paper reproduction and scientific research simulation cooperation, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab code and simulation customization […]
[Algorithm] The second generation genetic algorithm NSGA-II optimizes the SVR hyperparameter model
The second generation genetic algorithm NSGA-II optimizes the SVR hyperparameter model 1. Introduction to NSGA-II 2. Modeling purpose 3. NSGA-II optimizes SVR hyperparameter model 3.1 Hyperparameter settings 3.2 Import data set 3.3 Model construction 3.3.1 Classes that define independent variables 3.3.2 Initializing the population 3.3.3 Evolution 3.3.4 Output the optimal solution set 4. Model testing […]
mGesture recognition algorithm matlab simulation based on GA-CNN genetic optimization convolutional neural network
Table of Contents 1. Algorithm simulation effect 2. Summary of theoretical knowledge involved in algorithms 2.1 Genetic algorithm optimization stage 2.2 Convolutional neural network classification stage 3.MATLAB core program 4. Obtain the complete algorithm code file 1. Algorithm simulation effect The matlab2022a simulation results are as follows: CNN training results CNN training results after GA […]
[Scheduling Algorithm] Genetic Algorithm for Single Machine Scheduling Problem
Problem description One machine, n workpieces, the machine can only process one workpiece at a time, find the optimal solution. Artifact A B C D E F G H I Workpiece number 0 1 2 3 4 5 6 7 8 Processing time 4 7 6 5 8 3 5 5 10 Arrival time 3 […]
[Grain temperature prediction] Genetic algorithm optimization of BP neural network GA-BP grain temperature prediction research (multiple inputs and single output) (including comparison before optimization) [Including Matlab source code 2404]
?1. Genetic algorithm optimization of BP neural network for grain temperature prediction Abstract Aiming at the nonlinear time series problem of temperature parameters in grain storage, a grain temperature prediction model based on genetic algorithm (GA) optimized BP neural network algorithm was proposed, and 10 factors affecting grain temperature were selected (external temperature, external humidity, […]
[Engine life prediction] Genetic algorithm optimizes BP neural network GA-BP aviation engine life prediction (multiple inputs and single output) (including comparison before optimization) [Including Matlab source code Issue 2349]
?Blogger profile: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For cooperation on Matlab projects, please send a private message. Personal homepage: Poseidon’s Light How to obtain the code: Poseidon’s Light Matlab King’s Learning Path-How to Obtain the Code Motto: He who travels a hundred miles […]
[SOC prediction] Optimized BP neural network IGA-BP battery charging state SOC prediction based on matlab’s improved adaptive genetic algorithm (including before and after comparison) [including Matlab source code Issue 3331]
?Blogger profile: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For cooperation on Matlab projects, please send a private message. Personal homepage: Poseidon’s Light How to obtain the code: Poseidon’s Light Matlab King’s Learning Path-How to Obtain the Code Motto: He who travels a hundred miles […]
[BP Regression Prediction] Optimizing BP neural network based on improved adaptive genetic algorithm to achieve SOC prediction with comparison and attached matlab code
?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For cooperation on MATLAB projects, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab code and simulation customization content, click Intelligent optimization algorithm […]