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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
Parallel Machine Scheduling
Identical Parallel Machines
List Scheduling Algorithms
Longest Processing Time (LPT)
Shortest Processing Time (SPT)
Performance Analysis
Optimal Algorithms
Dynamic Programming
Integer Programming
Uniform Parallel Machines
Machine Speed Factors
Load Balancing
Approximation Algorithms
Unrelated Parallel Machines
Assignment Problem Formulation
Approximation Algorithms
Complexity Analysis
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7. Single Machine Scheduling
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9. Flow Shop and Job Shop Scheduling