OM 17 Queuing Flashcards
Goal of Witing Line Management
minimize total cost = customer waiting cost + capacity costs
Waiting Line Characteristics (4)
- Population Source
- Number of Servers (Channels)
- Arrival and Service Patterns
- Queue discipline
Waiting Line Characteristics: Population Source
Infinite source: Customer arrivals are unrestricted and # of potential customers greatly exceed system capacity (Grocery store)
Finite Source
Waiting Line Characteristics: Number of Servers/ Channels
single or multichannel: surgical team
Waiting Line Characteristics: Arrival and Service Patterns
Arrival Rate: Poisson distribution
Interarrival and Service Time: Negative exponential distribution
- The higher frequency of services, the shorter the service time (bad accident, long time)
Waiting Line Characteristics: Queue Discipline
= order in which customers are processed
- first come first serve, appointment
Waiting Line Metrics
- avg # of customers waiting
- Avg wait time
- System Utilization (extent to which servers are busy)
- Implied cost of a given level of capacity and wait time
- Probability that arrival will have to wait for service
Four Basic Infinite Source Models
- Single Server, Exponential Service Time
- Single Server, Constant Service Time
- Multiple Servers Exponential Service Tiem
- Multiple Priority service, exponential service times
Little’s Law
For a stable system, the average number of customers in line or in the system is equal to the average customer arrival rate multiplied by the average time in the line or the system