Description: The package includes 3 Matlab-interfaces to the c-code:
1. inference.m
An interface to the full inference package, includes several methods for
approximate inference: Loopy Belief Propagation, Generalized Belief
Propagation, Mean-Field approximation, and 4 monte-carlo sampling methods
(Metropolis, Gibbs, Wolff, Swendsen-Wang).
Use \"help inference\" from Matlab to see all options for usage.
2. gbp_preprocess.m and gbp.m
These 2 interfaces split Generalized Belief Propagation into the pre-process
stage (gbp_preprocess.m) and the inference stage (gbp.m), so the user may use
only one of them, or changing some parameters in between.
Use \"help gbp_preprocess\" and \"help gbp\" from Matlab.
3. simulatedAnnealing.m
An interface to the simulated-annealing c-code. This code uses Metropolis
sampling method, the same one used for inference.
Use \"help simulatedAnnealing\" from Matlab. Platform: |
Size: 83944 |
Author:bevin |
Hits:
Description: 模拟退火程序:这部分代码是模式识别中结合模拟退火法的特征提取，大家可以对其进行简单的改进会获得更好的效果，比如改变温度表，加上“记忆体”，结合遗传算法等
-simulated annealing procedures : This code is part of pattern recognition in combination with simulated annealing method of feature extraction, you can perform simple improvements will be better results, such as changes in thermometers, the words "memory" combining genetic algorithm Platform: |
Size: 195584 |
Author:天才 |
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Description: 主要用于地球物理反演，算法简单，但基本的步骤都有，所以很容易根据程序来改进运用-Mainly used in geophysical inversion, the algorithm is simple, but the basic steps are, so it is easy to use in accordance with procedures to improve Platform: |
Size: 1024 |
Author:张大莲 |
Hits:
Description: The package includes 3 Matlab-interfaces to the c-code:
1. inference.m
An interface to the full inference package, includes several methods for
approximate inference: Loopy Belief Propagation, Generalized Belief
Propagation, Mean-Field approximation, and 4 monte-carlo sampling methods
(Metropolis, Gibbs, Wolff, Swendsen-Wang).
Use "help inference" from Matlab to see all options for usage.
2. gbp_preprocess.m and gbp.m
These 2 interfaces split Generalized Belief Propagation into the pre-process
stage (gbp_preprocess.m) and the inference stage (gbp.m), so the user may use
only one of them, or changing some parameters in between.
Use "help gbp_preprocess" and "help gbp" from Matlab.
3. simulatedAnnealing.m
An interface to the simulated-annealing c-code. This code uses Metropolis
sampling method, the same one used for inference.
Use "help simulatedAnnealing" from Matlab. Platform: |
Size: 83968 |
Author:bevin |
Hits:
Description: General simulated annealing algorithm-anneal Minimizes a function with the method of simulated annealing (Kirkpatrick et al., 1983)
ANNEAL takes three input parameters, in this order:
LOSS is a function handle (anonymous function or inline) with a loss function, which may be of any type, and needn t be continuous. It does, however, need to return a single value.
PARENT is a vector with initial guess parameters. You must input an initial guess.
OPTIONS is a structure with settings for the simulated annealing. If no OPTIONS structure is provided, anneal uses a default structure. OPTIONS can contain any or all of the following fields (missing fields are filled with default values):
Verbosity: Controls output to the screen.
0 suppresses all output
1 gives final report only [default]
2 gives temperature changes and final report
Generator: Generates a new solution from an old one. Any function handle that takes a solution as input and gives a valid solution (i.e. Platform: |
Size: 4096 |
Author:Ping-Feng Xu |
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Description: 本文介绍了模拟退火算法的原理和求解方法,并将其用于指数曲线的拟合,在Matlab语言环境下实现了该算法,并且与文献中的遗传算法、线性回归相比较。数值模拟结果表明,该算法能更好地实现最优拟合。-This article describes the principle of simulated annealing algorithm and solution methods, and used an exponential curve fitting, the language environment in Matlab implementation of the algorithm and the genetic algorithm with the literature, linear regression comparison. Numerical simulation results show that the algorithm can better achieve the optimal fit. Platform: |
Size: 17408 |
Author:yaoqiuxiang |
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Description:
模拟退火算法解决TSP问题MATLAB代码 在这个仿真实验中解决了自定义的20个城市的TSP问题，在设定合适参数后每次的运行...Simulatedannealing.m文件中包含模拟退火算法。这部分是程序的主体，我参考了许多...
-Simulated annealing algorithm to solve TSP problems MATLAB code in this simulation experiment, a custom solution for 20 cities TSP problem, set the appropriate parameters in each run ... Simulatedannealing.m file contains the simulated annealing algorithm. Part of this is the main program, I refer a lot of ... Platform: |
Size: 2048 |
Author:zhang |
Hits:
Description:
模拟退火算法解决TSP问题MATLAB代码 在这个仿真实验中解决了自定义的20个城市的TSP问题，在设定合适参数后每次的运行...Simulatedannealing.m文件中包含模拟退火算法。这部分是程序的主体，我参考了许多...
-Simulated annealing algorithm to solve TSP problems MATLAB code in this simulation experiment, a custom solution for 20 cities TSP problem, set the appropriate parameters in each run ... Simulatedannealing.m file contains the simulated annealing algorithm. Part of this is the main program, I refer a lot of ... Platform: |
Size: 3072 |
Author:zhang |
Hits:
Description:
模拟退火算法解决TSP问题MATLAB代码 在这个仿真实验中解决了自定义的20个城市的TSP问题，在设定合适参数后每次的运行...Simulatedannealing.m文件中包含模拟退火算法。这部分是程序的主体，我参考了许多...
-Simulated annealing algorithm to solve TSP problems MATLAB code in this simulation experiment, a custom solution for 20 cities TSP problem, set the appropriate parameters in each run ... Simulatedannealing.m file contains the simulated annealing algorithm. Part of this is the main program, I refer a lot of ... Platform: |
Size: 4096 |
Author:zhang |
Hits:
Description:
模拟退火算法解决TSP问题MATLAB代码 在这个仿真实验中解决了自定义的20个城市的TSP问题，在设定合适参数后每次的运行...Simulatedannealing.m文件中包含模拟退火算法。这部分是程序的主体，我参考了许多...
-Simulated annealing algorithm to solve TSP problems MATLAB code in this simulation experiment, a custom solution for 20 cities TSP problem, set the appropriate parameters in each run ... Simulatedannealing.m file contains the simulated annealing algorithm. Part of this is the main program, I refer a lot of ... Platform: |
Size: 5120 |
Author:zhang |
Hits:
Description:
模拟退火算法解决TSP问题MATLAB代码 在这个仿真实验中解决了自定义的20个城市的TSP问题，在设定合适参数后每次的运行...Simulatedannealing.m文件中包含模拟退火算法。这部分是程序的主体，我参考了许多...
-Simulated annealing algorithm to solve TSP problems MATLAB code in this simulation experiment, a custom solution for 20 cities TSP problem, set the appropriate parameters in each run ... Simulatedannealing.m file contains the simulated annealing algorithm. Part of this is the main program, I refer a lot of ... Platform: |
Size: 92160 |
Author:zhang |
Hits:
Description:
模拟退火算法解决TSP问题MATLAB代码 在这个仿真实验中解决了自定义的20个城市的TSP问题，在设定合适参数后每次的运行...Simulatedannealing.m文件中包含模拟退火算法。这部分是程序的主体，我参考了许多...
-Simulated annealing algorithm to solve TSP problems MATLAB code in this simulation experiment, a custom solution for 20 cities TSP problem, set the appropriate parameters in each run ... Simulatedannealing.m file contains the simulated annealing algorithm. Part of this is the main program, I refer a lot of ... Platform: |
Size: 241664 |
Author:zhang |
Hits:
Search - SIMULATEDANNEALING matlab