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Systems Science
Queueing Theory and Scheduling
1. Introduction to Queueing Systems
2. Mathematical Foundations
3. Basic Markovian Queueing Models
4. Advanced Queueing Models
5. Queueing Networks
6. Fundamentals of Scheduling
7. Single Machine Scheduling
8. Parallel Machine Scheduling
9. Flow Shop and Job Shop Scheduling
10. Real-Time Scheduling
11. Network Scheduling
12. Analysis Techniques and Tools
13. Performance Evaluation and Optimization
14. Applications and Case Studies
Flow Shop and Job Shop Scheduling
Flow Shop Scheduling
Two-Machine Flow Shop
Johnson's Algorithm
Optimality Proof
Three-Machine Flow Shop
Heuristic Methods
Complexity Results
General Flow Shop
NEH Heuristic
Branch and Bound
Metaheuristics
Job Shop Scheduling
Problem Formulation
Disjunctive Graph Model
Critical Path Analysis
Shifting Bottleneck Heuristic
Branch and Bound Methods
Local Search Methods
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8. Parallel Machine Scheduling
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10. Real-Time Scheduling