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On the automated design of technical systems / André Schulz. 2001
Content
1 Introduction
1.1 Thesis Structure
1.2 Design Support
1.3 Model Simplification
2 A Design Task
2.1 Caramel Syrup Example---Structure
2.2 Caramel Syrup Example---Behavior
3 Graph Grammar Model for Design
3.1 Design Tasks and Graph Transformation Rules
3.2 Context-free Design Graph Grammar
3.3 Context-sensitive Design Graph Grammar
3.4 On the Semantics of Labels
3.4.1 Terminal and Nonterminal Labels
3.4.2 Variable Labels
3.4.3 Ambiguities
4 Analyzing Systems
4.1 Structure Analysis by Graph Grammars
4.2 Caramel Syrup Example
4.3 Behavior Analysis by Simulation
4.3.1 Classical Simulation
4.3.2 Qualitative Simulation
4.3.3 Complexity of Design Evaluation
5 Synthesizing Systems
5.1 Structure Synthesis by Graph Grammars
5.2 Caramel Syrup Example Reviewed
5.3 Graph Topology Restrictions
5.4 Search Techniques
5.4.1 Label Ordering
5.4.2 Reinforcement Learning
5.4.3 Model Compilation
6 Design Language
6.1 Requirements
6.1.1 Modification Types
6.1.2 Modification Location
6.2 Semantics of Graphical Representation
6.3 Caramel Syrup Example Reviewed Again
7 Classes, Complexity and Design Evaluation
7.1 Classical and Design Graph Grammars
7.1.1 The Connecting Approach
7.1.2 The Gluing Approach
7.1.3 Hybrid Approaches
7.1.4 Design Graph Grammars
7.2 Relationship to PGRS
7.3 The Problem of Matching
7.3.1 Context and Its Consequences
7.3.2 The Subgraph Matching Problem
7.3.3 Context within Backward Execution
7.4 Foundations of Derivations and Membership
7.4.1 Basic Properties
7.4.2 Special Restrictions
7.5 Membership and Derivation in Design
7.5.1 The Membership Problem
7.5.2 Solving the Membership Problem
7.5.3 Shortest Derivation
7.5.4 Distance between Graphs
8 Summary
A Applications in Design
A.1 Structural Synthesis: Chemical Plants
A.2 Structural Simplification: Hydraulic Plants
A.3 Structural Synthesis: Hydraulic Plants
A.4 Model Reformulation: Wave Digital Structures
A.5 Model Reformulation: Parallel-Series Graphs
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