In: Advanced Math
Problem 16-15 (Algorithmic)
Strassel Investors buys real estate, develops it, and resells it for a profit. A new property is available, and Bud Strassel, the president and owner of Strassel Investors, believes if he purchases and develops this property it can then be sold for $160,000. The current property owner has asked for bids and stated that the property will be sold for the highest bid in excess of $100,000. Two competitors will be submitting bids for the property. Strassel does not know what the competitors will bid, but he assumes for planning purposes that the amount bid by each competitor will be uniformly distributed between $100,000 and $150,000.
The bid by each competitor is uniformly distributed between
 and
.
Strassel must beat the maximum of the two bids.

We count the number of times out of 500, that the 
 bid is
better than the maximum bid by competitors.

Then we compute the frequency of outbidding competitors

Now we compare that probability of  
 for a
 bid
with probability for 
 and
bids.

We see that it is better to compute both probabilities on a single simulation.

Now computing expected profit for each bid,
profit 
profit
profit
Hence recommended bid is 
.