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A Maintenance Department Replaces a Malfunctioning Machine with a Standby

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A maintenance department replaces a malfunctioning machine with a standby machine if one is available; otherwise, they repair the broken machine as soon as possible. When a standby machine is available, production down time is greatly reduced. The department has reviewed its historical maintenance records on machine breakdowns and found this pattern for the past four weeks: A maintenance department replaces a malfunctioning machine with a standby machine if one is available; otherwise, they repair the broken machine as soon as possible. When a standby machine is available, production down time is greatly reduced. The department has reviewed its historical maintenance records on machine breakdowns and found this pattern for the past four weeks:   If a standby machine is not available when a breakdown occurs, the estimated cost is $400 due to lost production time, overtime usage on the other machines, and emergency repair procedures. On the other hand, weekly cost for machines not in use is estimated to be $200 due to storage and special handling expenses. The department manager wants to use a payoff table to determine how many standby machines they should maintain.  a. Construct a table showing the cost associated with each decision alternative (number of computers stocked) and state of nature (number of computers needed) combination. b. Compute the probability of each state of nature. c. How many standby computers should be stocked in order to minimize their expected costs? If a standby machine is not available when a breakdown occurs, the estimated cost is $400 due to lost production time, overtime usage on the other machines, and emergency repair procedures. On the other hand, weekly cost for machines not in use is estimated to be $200 due to storage and special handling expenses. The department manager wants to use a payoff table to determine how many standby machines they should maintain.
a. Construct a table showing the cost associated with each decision alternative (number of computers stocked) and state of nature (number of computers needed) combination.
b. Compute the probability of each state of nature.
c. How many standby computers should be stocked in order to minimize their expected costs?


Definitions:

Reinforcement Schedule

The pattern or timing of delivery of rewards or punishments that influences the rate and strength of a behavior in learning.

Lottery Numbers

Randomly selected numbers used in games of chance for the purpose of winning prizes.

Fixed-Ratio Schedule

A reinforcement schedule in behavior analysis where a response is reinforced only after a specified number of responses have been made.

Extinction

In psychology, the gradual weakening of a conditioned response when the reinforcement is withheld.

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