Burger King is a popular food chain but recently they are facing challenges. They want to spread their delivery centres all over Karachi city. They will have perform the analysis of the location of their orders that are frequently placed. To secure the whole area for delivery, they will have to find out how many outlets they should open. Also the least distance should be known between the outlet and place of delivery, so that the locations for the outlets can be decided. For now, you are given 5 data points below. Partition them into 2 clusters using k-mean algorithm. Choose RA and RE as centres, show 2 iterations clearly.    RA(33,111), RB(33,66), RC(99,55), RD(66,99), RE(88,66)   Also graphically represent all the iterations (plot).

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
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Burger King is a popular food chain but recently they are facing challenges. They want to spread their delivery centres all over Karachi city. They will have perform the analysis of the location of their orders that are frequently placed. To secure the whole area for delivery, they will have to find out how many outlets they should open. Also the least distance should be known between the outlet and place of delivery, so that the locations for the outlets can be decided.

For now, you are given 5 data points below. Partition them into 2 clusters using k-mean algorithm. Choose RA and RE as centres, show 2 iterations clearly. 

 

RA(33,111), RB(33,66), RC(99,55), RD(66,99), RE(88,66)

 

Also graphically represent all the iterations (plot).

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