Description: 1。《遗传算法的数学基础》，张文修、梁怡编着 西安交通大学出版社 2000年第一版
遗传算法（genetic algorithm）是模拟自然界生物进化过程与机制求解问题的一类自组织与自适应的人工智能技术，已广泛应用于计算机科学、人工智能、信息技术及工程实践。
本书重点在于阐述遗传算法的数学基础。全书共分3章，第1章给出了遗传算法的几何理论，第2章给出了遗传算法的马尔可夫链分析，第3章给出了遗传算法的收敛理论。
本书可以作为应用数学、计算机科学、系统科学等专业研究生的教材，也可以作为研究遗传算法的参考书。 -1. "Genetic Algorithm mathematical basis," Zhang Xiu, Yi Liang compile Xi'an Jiaotong University Press in 2000 the first edition of the genetic algorithm (genetic algorit hm) is a simulation of natural biological evolution process and mechanisms to solve the problem of a kind of self-organization and adaptive artificial intelligence technology, has been widely used in computer science, artificial intelligence, information technology, and engineering practice. The book focused on the genetic algorithm described math. The book is divided into three chapters, one chapter is a genetic algorithm of the geometric theory Chapter 2 of the genetic algorithm is a Markov chain analysis, presented in Chapter 3 of the genetic algorithm convergence theory. The book can be applied mathemati Platform: |
Size: 2689024 |
Author:孙东 |
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Description: 摘
由于演化算法求解多目标优化问题所得结果是一个优化解集———Pareto最优集,而现有的演化算法收
敛性分析只适合针对单目标优化问题的单个最优解。利用有限马尔科夫链给出了演化算法求解多目标优化问
题的收敛性分析框架,并给出了一个分析实例
-Pick as a result of evolutionary algorithm for solving multi-objective optimization problem the result is an optimized solution set--- Pareto optimal set, and the existing evolutionary algorithm convergence analysis is only suitable for single-objective optimization problem of a single optimal solution. Use of limited Markov chain are given multi-objective evolutionary algorithm for solving optimization problems Convergence analysis framework, and gives an analysis of examples Platform: |
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Author:fujia |
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Description: 本源码是基于Markov chain Monte Carlo (MCMC)的Bayesian inference工具包,其中包括MCMC采样，基于MCMC的高斯分类，同时描述了采样的一些方法。其中还有使用文档-toolbox is a collection of Matlab functions for Bayesian inference
with Markov chain Monte Carlo (MCMC) methods Platform: |
Size: 11885568 |
Author:吴晓明 |
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Description: 马尔可夫过程是一类重要的随机过程,它的原始模型马尔可夫链,由俄国数学家Α.Α.马尔可夫于1907年提出。本程序是对隐马尔可夫模型的一个完整的建模。 -Markov process is one important class of stochastic processes, and its original model of Markov chain, by the Russian mathematician Markov Α.Α. made in 1907. This procedure is a Hidden Markov Model of a complete modeling. Platform: |
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Author:lili |
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Description: 详细介绍了隐马尔科夫链的原理和matlab代码实现，可以运行其中的demo了解hmm的工作原理-Detailed information on hidden Markov chain theory and the matlab code, you can run the demo to understand the working principle hmm Platform: |
Size: 770048 |
Author:宗丹 |
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Description: 以“一主三从”主从多机通信系统为物理模型，研究应用马尔可夫链建立仿真算法及蒙特卡洛法建立了数学模型，通过将完整的系统元件化，并对每个元件创立各自的状态转移机模型，仿真运行状态，实现了对于这一通信系统的可靠性建模评估。-" One the main three from the" master-slave multi-communication system for the physical model to study the application of Markov chain Monte Carlo simulation algorithm and the mathematical model established through the will of a complete system components, and the creation of each component their respective state transition model, the simulation run, and the realization of a communication system for the assessment of the reliability of modeling. Platform: |
Size: 17408 |
Author:pobenliu |
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Description: the book <<Simulation and Monte Carlo With applications in finance and MCMC >> about MONte carlo method applying to finance problem and markov chain and markov decision process. Platform: |
Size: 3390464 |
Author:胡桃 |
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Description: 实现在参数先验是高斯分布情况下，利用马尔科夫链蒙特卡洛算法来对Logistic 回归模型参数的后验分布进行抽样
-It implements different Markov Chain Monte Carlo strategies for sampling from the posterior distribution over the parameter values for Logistic Regression models with a Gaussian prior on the parameter values. Platform: |
Size: 29696 |
Author:王而山 |
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Description: 基于马尔科夫链概念，5*5矩阵的概率转移矩的matlab实现-Based on the concept of Markov chain, the realization of the 5* 5 matrix s transfer probability matrix in matlab Platform: |
Size: 3072 |
Author:thinkpad |
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Description: 基于马尔可夫链的蒙特卡洛方法在matlab中的实现程序-Based on markov chain monte carlo method is implemented in the matlab program Platform: |
Size: 17408 |
Author:孙彬 |
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Description: 该程序用于生成一阶或二阶的由ACGT组成的马尔科夫序列，用户需要给出转移概率和序列长度(Generate a Markov Chain with first order or second order) Platform: |
Size: 1024 |
Author:baixinfd
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Description: 马尔科夫链蒙特卡洛模拟，用于金融数学模型的参数估计等作用。(markov chain monte carlo simulation is used to be parameter estimation for financial mathematical models.) Platform: |
Size: 15360 |
Author:zszhg |
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