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Question:Santa Cruz Bottling is a manufacturer of organic soft drinks on the coast of central California. Its products are enjoying a growing reputation and increased demand throughout the American Southwest. Because of the high cost of transporting soft drinks, it is considering a new plant to serve the states of New Mexico and Arizona. A key concern in its search for a new location is the resultant transportation costs to serve its key markets. Following is a list of cities where its main wholesale customers are located, along with estimated annual demand in cases of product for each.

City

x-coordinate

y-coordinate

No. of cases

Phoenix

250

250

25,000

Tucson

350

125

20,000

Albuquerque

800

450

28,000

Santa Fe

850

520

17,000

a. Use the centroid method to recommend a location for the new bottling plant. Round your coordinates to one decimal place.

b. Do you have any concerns about the result? How would you deal with them?

Short Answer

Expert verified

Answer

The centroid method is a method that is used to differentiate between the similarities and the dissimilarities of the clusters in the form of multidimensional that are used in clustering.

Step by step solution

01

(a) Calculate the location with the help of the centroid method

Cx=∑dixVi∑ViCy=∑diyVi∑Vi±Ê³Ü³Ù³Ù³ó±ð²õ±ð±¹²¹±ô³Ü±ð²õ,¾±²Ô³Ù³ó±ð²¹²ú´Ç±¹±ð´Ú´Ç°ù³¾³Ü±ô²¹â€“Cx=(25,000×250)+(20000×350)+(28000×800)+(17000×850)25000+20000+28000+17000=625000+7000000+22400000+1445000090000=5010000090000=556.7Cy=(25,000×250)+(20000×125)+(28000×450)+(17000×520)25000+20000+28000+17000=625000+2500000+12600000+884000090000=3019000090000=335.4

02

Concern about the result.

From the above calculations, thex, and y coordinates for a new bottling do not lie near a single city. The company needs to establish a new bottling plant between City T and City A.

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Most popular questions from this chapter

DM Office Products (DMOP) is a wholesale supplier of Office products with one facility in Pennsylvania. It has decided to build a new distribution warehouse in the state of New York to help serve the growing demand in that market. It has four major customers located in Buffalo, Syracuse, Albany, and New York City. Though New York City is the largest market, it also has the greatest competition and DMOP is not a major player there. When DMOP ships an order to a customer it uses its small fleet of two trucks to deliver, so the cost of delivery is essentially the same for a full or partially full truck. The expected number of annual shipments to each city and their coordinates on an x, y grid is shown in the following table

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