Thesis project. AC neural network learning trouble-free MOTION FOR PROBLEMS

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Uploaded: 14.06.2008
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Thesis project. AC neural network learning trouble-free MOTION FOR PROBLEMS

Completion date 2006. (Successfully delivered)

Explanatory note without the program.

TABLE OF CONTENTS

Introduction 6
1 Features of the use of neural networks and genetic algorithms 10
1.1 The concept of neural networks and genetic algorithms 10
1.2 Features of current neurodevelopmental
algorithms 13
2 System-wide solutions 16
2.1 Explanatory Note 16 to the technical project
2.2 Description of the organizational chart Ltd. 17
2.3 Description of automated functions and functional structure of the AC circuit "Movement" 20
2.4 Description of the automation problem statement training neural networks for problems of traffic accident-free 22
3 Software of 23
3.1 The model of a neuron. The topologies of neural networks 23
3.2 search algorithm neural network structure 26
3.3 Encoding information about the neural network 27
3.3.1 encoding algorithm information about the neural network 27
3.3.2 Genetic operators 29
3.4 Training a neural network 30
3.5 Description work scheme AS "Movement" 31
4 Information Support 33
4.1 The list of input and output data AS "Movement" 33
4.2 Description of the sensors 33
4.3 Description of the format of the input signal 35
4.4 Description of the type and format of the output data 35
5 Technical Support AS "Movement" 37
5.1 Description of the technical means 37
5.2 Instructions for use of the technical means 38
6 Software 40
6.1 Software Description 40
6.2 Description of Reference Example 40
7 Organizational support 45
7.1 Description of the organizational structure of the company 45
7.2 User's Guide AS "Movement" 45
August 8 Evaluation of reliability of the automated system of training neural networks for problems of accident-free movement (AS "Motion"), in all phases of design 52
9 of the 65 Cost
9.1 Calculation of the complexity of the AU "Movement" 66
9.2 Calculation of the cost of the machine 67 hours
9.3 Calculate the cost of the AU "Movement" 72
9.4 Rationale for the price AS "Movement" 73
9.5 Competitive Analysis of 74
9.6 Calculation of economic benefit from the implementation of the AU "Movement" 76
10 Health and Environment 80
10.1 Analysis of harmful and dangerous production factors 80
10.2 of the workplace and placement of equipment 81
10.3 The microclimate of industrial premises and the organization of air 82
87 10.4 Industrial Lighting
10.5 Radiation protection when working on the PC 89
10.6 ergonomics. Work and rest 91
10.7 Electrical 95
10.8 Fire Safety 98
10.9 Environmental Protection 101
Conclusion 102
Bibliographic list 105

Appendix B. IDEF0 - charts
Appendix C: The scheme of the system

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