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Оглавление - Intelligent transport systems development
- INTRODUCTION
- 1 BASIC PRINCIPLES OF INNOVATION AND INVESTMENT ACTIVITY IN THE CONTEXT OF REFORMS
- 2 GOALS AND OBJECTIVES OF CREATING INTELLIGENT TRANSPORT SYSTEMS (ITS) IN RAILWAY TRANSPORT
- 2.1 The main development directions
- 2.2 Current issues of ITS development
- 2.3 Development of intelligent train operation management technologies
- 2.4 Goals and objectives of ITS creating in railway transport
- 3 MODERN SCIENTIFIC AND METHODOLOGICAL APPROACHES TO THE ITS CREATION IN RAILWAY TRANSPORT
- 4 AUTOMATED DISPATCH CENTERS AS INTEGRATED INTELLIGENT TRANSPORTATION PROCESS MANAGEMENT SYSTEMS
- 5 WAYS OF TRANSITION TO INNOVATIVE TECHNOLOGIES OF THE ORGANIZATION OF MOVEMENT OF FREIGHT TRAINS ACCORDING TO THE SCHEDULE
- 5.1 Methodology and algorithm for calculating the fixed schedule lines
- 5.2 Tasks intended for sections and directions
- 5.3 Criteria and local performance indicators in train and freight work control
- 5.4 Regulatory measures and advanced techniques in train and freight work control
- 6 SCIENTIFIC SUPPORT FOR THE DEVELOPMENT OF INTELLIGENT TRANSPORT SYSTEMS
- 6.1 The risky situation life cycle in the field of transport company development
- 6.2 Risk neutralization methods analysis in railway transport
- 6.3 Training classifiers systems
- 6.4 Intelligent process analysis
- 6.5 Searching in the state space
- 6.6 Knowledge representation and reasoning
- 6.7 Genetic algorithms and their application possibilities for solving optimization problems in transport systems
- 6.8 Artificial neural networks (ANN)
- 6.9 Multi-agent system
- 6.10 Adaptive management
- 6.11 Knowledge Engineering
- 6.12 Machine learning
- List of used literature