GeNIe用户手册2018_genie软件

需积分: 9 87 浏览量更新于2023-03-16 评论收藏 11.11MB PDF 举报

身份认证购VIP最低享 7 折!

领优惠券(最高得80元）

资源详情

资源评论

资源推荐

GeNIe Modeler

USER MANUAL

Version 2.3.1, Built on 12/10/2018

BayesFusion, LLC

GeNIe Modeler

Version 2.3.1, Built on 12/10/2018

Table of Contents

1. Read me first

2. Hello GeNIe!

3. Introduction

3.1 Guide to GeNIe manual .................................................................................................... 30

3.2 GeNIe Modeler .................................................................................................................. 30

3.3 SMILE Engine ..................................................................................................................... 31

3.4 Distribution information .................................................................................................. 32

3.5 GeNIe on a Mac ................................................................................................................. 34

3.6 Copyright notice ................................................................................................................ 35

3.7 Disclaimer ........................................................................................................................... 37

3.8 Acknowledgments ............................................................................................................. 37

4. Decision-theoretic modeling

4.1 Decision analysis ................................................................................................................ 40

4.2 Discrete and continuous variables .................................................................................. 40

4.3 Probability ......................................................................................................................... 41

4.4 Utility .................................................................................................................................. 42

4.5 Bayesian networks ............................................................................................................ 43

4.6 Influence diagrams ............................................................................................................ 53

4.7 Bayesian updating ............................................................................................................. 55

4.8 Solving decision models ................................................................................................... 56

4.9 Changes in structure ......................................................................................................... 57

4.10 Decision support systems ................................................................................................. 57

4.11 Computational complexity ............................................................................................... 60

5. Building blocks of GeNIe

5.1 Introduction ...................................................................................................................... 64

5.2 GeNIe workspace ............................................................................................................... 65

Introduction ................................................................................................................. 655.2.1

The menu bar .............................................................................................................. 675.2.2

Graph view .................................................................................................................. 685.2.3

Tree view ..................................................................................................................... 895.2.4

Status bar .................................................................................................................... 925.2.5

Case manager ............................................................................................................. 945.2.6

Output window ............................................................................................................ 995.2.7

GeNIe Modeler

Version 2.3.1, Built on 12/10/2018

Table of Contents

Help menu ................................................................................................................. 1005.2.8

5.3 Components of GeNIe models ........................................................................................ 101

Node types ................................................................................................................ 1015.3.1

Canonical models ...................................................................................................... 1045.3.2

Multi-attribute utility nodes ...................................................................................... 1205.3.3

Submodels ................................................................................................................. 1255.3.4

Arcs ............................................................................................................................ 1355.3.5

Node status icons ...................................................................................................... 1395.3.6

Text boxes ................................................................................................................. 1425.3.7

Annotations ............................................................................................................... 1435.3.8

5.4 Model and component properties ................................................................................ 146

Network properties .................................................................................................... 1465.4.1

Submodel properties ................................................................................................. 1555.4.2

Tools menu and Standard toolbar ............................................................................. 1585.4.3

Node properties ......................................................................................................... 1605.4.4

5.5 Visual appearance, layout, and navigation .................................................................. 195

Introduction ............................................................................................................... 1955.5.1

Viewing nodes in the Graph View ............................................................................. 1955.5.2

Zooming and full screen mode .................................................................................. 1985.5.3

Format toolbar and Layout menu .............................................................................. 1995.5.4

Graph layout functions .............................................................................................. 2045.5.5

Selection of model elements ..................................................................................... 2065.5.6

Model navigation tools ............................................................................................. 2085.5.7

5.6 Saving and loading models in GeNIe ............................................................................. 210

Introduction ............................................................................................................... 2105.6.1

File menu ................................................................................................................... 2155.6.2

XDSL file format ......................................................................................................... 2195.6.3

DSL file format ........................................................................................................... 2195.6.4

Ergo file format ......................................................................................................... 2205.6.5

Netica file format ...................................................................................................... 2215.6.6

BN interchange format .............................................................................................. 2225.6.7

Hugin file format ....................................................................................................... 2225.6.8

KI file format .............................................................................................................. 2225.6.9

5.7 Inference algorithms ....................................................................................................... 222

Introduction ............................................................................................................... 2225.7.1

Immediate and lazy evaluation ................................................................................. 2255.7.2

Relevance reasoning ................................................................................................. 2265.7.3

Node menu ................................................................................................................ 2305.7.4

Network menu ........................................................................................................... 2325.7.5

Bayesian networks algorithms .................................................................................. 2345.7.6

GeNIe Modeler

Version 2.3.1, Built on 12/10/2018

Table of Contents

Exact algorithms ......................................................................................................................................... 2345.7.6.1

Clustering algorithm ............................................................................................................................ 234

5.7.6.1.1

Relevance-based decomposition ....................................................................................................... 236

5.7.6.1.2

Polytree algorithm ................................................................................................................................ 236

5.7.6.1.3

Stochastic sampling algorithms .............................................................................................................. 2375.7.6.2

Probabilistic Logic Sampling ............................................................................................................. 237

5.7.6.2.1

Likelihood Sampling ............................................................................................................................. 237

5.7.6.2.2

Backward Sampling .............................................................................................................................. 237

5.7.6.2.3

AIS algorithm ......................................................................................................................................... 237

5.7.6.2.4

EPIS Sampling ........................................................................................................................................ 238

5.7.6.2.5

Special algorithms ..................................................................................................................................... 2395.7.6.3

Probability of evidence ....................................................................................................................... 239

5.7.6.3.1

Annealed MAP ....................................................................................................................................... 243

5.7.6.3.2

Influence diagrams algorithms ................................................................................. 2505.7.7

Policy evaluation ........................................................................................................................................ 2505.7.7.1

Find Best Policy ........................................................................................................................................... 2515.7.7.2

Algorithms for continuous and hybrid models .......................................................... 2525.7.8

Introduction ................................................................................................................................................. 2525.7.8.1

Autodiscretization ...................................................................................................................................... 2535.7.8.2

Hybrid Forward Sampling ......................................................................................................................... 2565.7.8.3

5.8 Obfuscation ..................................................................................................................... 257

5.9 Program options ............................................................................................................. 263

5.10 Keyboard shortcuts ......................................................................................................... 269

6. Using GeNIe

273

6.1 Introduction .................................................................................................................... 274

6.2 Bayesian networks .......................................................................................................... 274

Building a Bayesian network ..................................................................................... 2746.2.1

Useful structural transformations ............................................................................. 2746.2.2

Entering and retracting evidence .............................................................................. 2806.2.3

Virtual evidence ........................................................................................................ 2856.2.4

Viewing results .......................................................................................................... 2886.2.5

Strength of influences ............................................................................................... 2956.2.6

Controlling values ..................................................................................................... 3026.2.7

Sensitivity analysis in Bayesian networks ................................................................ 3056.2.8

6.3 Influence diagrams .......................................................................................................... 311

Building an influence diagram .................................................................................. 3116.3.1

Viewing results .......................................................................................................... 3196.3.2

Sensitivity analysis in influence diagrams ................................................................ 3206.3.3

Value of information ................................................................................................. 3256.3.4

6.4 Support for diagnosis ..................................................................................................... 332

Introduction ............................................................................................................... 3326.4.1

剩余569页未读，继续阅读

陈Lyn

粉丝: 0
资源: 1

会员权益专享

GeNIe 用户手册 2018

评论0

会员权益专享

最新资源

GeNIe 用户手册 2018

评论0

GeNIe Modeler User Manual(汉化操作说明)

贝叶斯网络计算工具GeNIe原版教程（2020）.pdf

GeNIe使用手册（2020版）.pdf

贝叶斯网络genie2.1

贝叶斯网络genie 下载

genie贝叶斯库详解

GENIE贝叶斯网络安装

GeNIe如何进行网络学习

genie modeler实现动态贝叶斯网络

genie贝叶斯软件官网

genie软件怎么操作

genie软件下载学术版

genie modeler

genie软件导入数据格式

Genie+stuio

GeNIe怎么使用EM算法

介绍一下julia genie

GeNIe如何重新导入数据

genie academic

我该怎么运行genie ACS

会员权益专享

最新资源