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Description: Introduction to neural networks, Back Propagation networks, Recurrent networks, Self Oganising networks, Reinforcement learning. Robot Control, Vision systems. Hardware and software Implementaionts.
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Description: 有关元胞自动机的应用方面的文章，很有参考价值-Cellular Automata on the application of the article, useful reference
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Size: 165888 |
Author: 樊火 |
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Description: LBM Fortran code D2Q9 Model -LBM Fortran code D2Q9 Model
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Size: 17408 |
Author: jiu86 |
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Description: 关于meshuse 用新方法去执行matlab,
格子boltzmann新思路-Meshuse about a new approach to the implementation of matlab, new ideas for lattice boltzmann
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Size: 1024 |
Author: nwsd |
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Description: Real-Time Particle-Based Fluid Simulation
Rendering realistic moving water is one of the key techniques that immerse the viewers into interactive graphics world including computer games. Physical simulations based on computational fluid dynamics (CFD) is useful for rendering the realistic behaviour of water. However, real-time fluid rendering has been one of the challenging tasks because of high computational cost of CFD. This research shows the fast implementation of the simulation based on Smoothed Particle Hydrodynamics.
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Author: mike |
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Description: 本书基于Fluent 6.2.16版本、Gambit 2.2.30版本和Tecplot 10.0版本，共13章。全书首先详细介绍了Fluent软件及其相关的理论知识，然后通过典型的实例来讲解Fluent在传热、传质及流场等实际工程中的应用方法和技巧，包括运动部件的速度场模拟、UDF和UDS的使用、并行计算的设置、计算区域的绘制和边界条件的定义、Tecplot的数据处理等。每个实例都有详细的说明与详尽的操作步骤，读者只要按照书中的指示与方法操作，即可完成一个具体问题的数值模拟与分析，进而逐步掌握利用Fluent进行流体流动数值模拟的基本方法。
-Fluent 6.2.16 Based on the book version, Gambit 2.2.30 version and the version of Tecplot 10.0, Chapter 13. First of all, the book detailed the Fluent software and its related theoretical knowledge, and then through a typical example to explain Fluent in heat transfer, mass transfer and flow field, such as practical engineering methods and techniques, including the moving parts of the velocity field simulation, UDF and the use of UDS, parallel computing setting, rendering the calculation region and the definition of boundary conditions, Tecplot' s data processing. Each have a detailed description of examples with detailed steps, readers as long as the book' s instructions and in accordance with the method of operation, to complete a specific question of the numerical simulation and analysis, and gradually master the use of Fluent for numerical simulation of fluid flow of the basic method .
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Size: 17116160 |
Author: 张志胜 |
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Description: 用java语言实现的一个boltzmann演示程序，包括简单演示界面和源代码，以供参考！-A boltzmann demo program with Java , including a simple interface and source codefor reference!
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Size: 324608 |
Author: liuna |
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Description: 模拟退火算法来源于固体退火原理，将固体加温至充分高，再让其徐徐冷却，加温时，固体内部粒子随温升变为无序状，内能增大，而徐徐冷却时粒子渐趋有序，在每个温度都达到平衡态，最后在常温时达到基态，内能减为最小。根据Metropolis准则，粒子在温度T时趋于平衡的概率为e-ΔE/(kT)，其中E为温度T时的内能，ΔE为其改变量，k为Boltzmann常数。用固体退火模拟组合优化问题，将内能E模拟为目标函数值f，温度T演化成控制参数t，即得到解组合优化问题的模拟退火算法：由初始解i和控制参数初值t开始，对当前解重复“产生新解→计算目标函数差→接受或舍弃”的迭代，并逐步衰减t值，算法终止时的当前解即为所得近似最优解，这是基于蒙特卡罗迭代求解法的一种启发式随机搜索过程。退火过程由冷却进度表(Cooling Schedule)控制，包括控制参数的初值t及其衰减因子Δt、每个t值时的迭代次数L和停止条件S。-TSP
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Author: IT农夫 |
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Description: 分布估计算法（EDA）讲义，29页PPT
1. 从GA到 EDA
2. 链接学习与模型
3. 连续EDA
4. EDA 与玻耳兹曼分布
5. 资源
-estimation of distribution algorithm（EDA）tutorial
1. from the GA to the EDA
2. Linking learning and models
3. Continuous EDA
4. EDA with Boltzmann distribution
5. other Resources
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Size: 199680 |
Author: 陈雷 |
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Description: 该源码实现了人工神经网络算法,包括hopfield和boltzmann等网络，并附有例程！-The source implementation of artificial neural network algorithms, including hopfield and boltzmann-peer networks, together with routine!
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Size: 1204224 |
Author: 王晓军 |
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Description: 三维格子BOLTZMANN的程序代码 采用python语言编译-Three-dimensional lattice BOLTZMANN program code using python language compiler
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Size: 13312 |
Author: fpljz |
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Description: 是一本初学LBM的书籍，对初学者很有用，里面有很多编码。-LBM is a beginners book, useful for beginners, which a lot of coding.
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Size: 12020736 |
Author: ydt |
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Description: 人工智能，玻尔兹曼机的模拟退火，可以应用与优化旅行商问题-Artificial Intelligence, Boltzmann machine, simulated annealing, traveling salesman problem and optimization can be applied
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Size: 8192 |
Author: 李杰 |
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Description: 模拟退火算法来源于固体退火原理，将固体加温至充分高，再让其徐徐冷却，加温时，固体内部粒子随温升变为无序状，内能增大，而徐徐冷却时粒子渐趋有序，在每个温度都达到平衡态，最后在常温时达到基态，内能减为最小。根据Metropolis准则，粒子在温度T时趋于平衡的概率为e-ΔE/(kT)，其中E为温度T时的内能，ΔE为其改变量，k为Boltzmann常数。用固体退火模拟组合优化问题，将内能E模拟为目标函数值f，温度T演化成控制参数t，即得到解组合优化问题的模拟退火算法：由初始解i和控制参数初值t开始，对当前解重复“产生新解→计算目标函数差→接受或舍弃”的迭代，并逐步衰减t值，算法终止时的当前解即为所得近似最优解，这是基于蒙特卡罗迭代求解法的一种启发式随机搜索过程。退火过程由冷却进度表(Cooling
Schedule)控制，包括控制参数的初值t及其衰减因子Δt、每个t值时的迭代次数L和停止条件S。 -Simulated annealing algorithm derived from the theory of solid annealing, the solid heat to full high and let it slowly cooling, heating, the temperature rise inside the solid particles with the shape into disorder, which can be increased gradually while slowly cooling particles increasingly ordered, the temperature has reached equilibrium in each state, and finally reached the ground state at room temperature, which can be reduced to minimum. According to Metropolis criterion, particles tend to equilibrium at a temperature T, the probability e-ΔE/(kT), where E is the temperature T, internal energy, ΔE change its volume, k the Boltzmann constant. Simulated annealing with a solid portfolio optimization problem, the internal energy E is modeled as the objective function value f, temperature T evolved into control parameter t, which are solutions of combinatorial optimization problems of the simulated annealing algorithm: the initial solution from the initial value of t i and the control
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Size: 5120 |
Author: leansmall |
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Description: this a MATLAB code for lattice boltzmann poisselus flow modeling-this is a MATLAB code for lattice boltzmann poisselus flow modeling
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Size: 2048 |
Author: Ehsan |
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Description: 1D lattice boltzmann code in C
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Size: 2048 |
Author: Ehsan |
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Description: BOLTZMAN模拟退火算法的玻尔兹曼机-BOLTZMAN Boltzmann simulated annealing machine
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Size: 31744 |
Author: mj |
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Description: 格子boltzmann方法模拟2D圆柱绕流程序 matlab程序d2Q9模型-Lattice boltzmann simulation of flow around 2D cylinder model program matlab program d2Q9
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Size: 2048 |
Author: x.f.shi |
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Description: 格子boltzmann方法模拟2D圆柱绕流程序 C++程序d2Q9模型-Lattice boltzmann simulation program 2D flow around a cylinder model of C++ program d2Q9
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Size: 4096 |
Author: x.f.shi |
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Description: 利用Lattice Boltzmann Method计算方腔流动的matlab程序-Calculated using Lattice Boltzmann Method cavity flow in matlab program
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Size: 2048 |
Author: shi xiaotian |
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