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Lesson 31 The Assignment Problem Math 20 Algebra and Multivariable Mathematics for Social Sciences December 10, 2007
The Problem ,[object Object],[object Object],[object Object],36 92 60 C 41 87 47 B 37 96 53 A Bldg3 Bldg2 Bldg1
Na ïve Solution ,[object Object],[object Object]
Na ïve Solution—Guess #1 Total Cost = 53 + 87+ 36 = 176 36 92 60 C 41 87 47 B 37 96 53 A Bldg3 Bldg2 Bldg1
Na ïve Solution—Guess #2 Total Cost = 53 + 92+ 41 = 186 36 92 60 C 41 87 47 B 37 96 53 A Bldg3 Bldg2 Bldg1
Na ïve Solution—Guess #3 Total Cost = 47 + 96 + 36 = 179 36 92 60 C 41 87 47 B 37 96 53 A Bldg3 Bldg2 Bldg1
Na ïve Solution—Guess #4 Total Cost = 47 + 92 + 37 = 176 36 92 60 C 41 87 47 B 37 96 53 A Bldg3 Bldg2 Bldg1
Na ïve Solution—Guess #5 Total Cost = 47 + 96 + 41 = 197 36 92 60 C 41 87 47 B 37 96 53 A Bldg3 Bldg2 Bldg1
Na ïve Solution—Guess #6 Total Cost = 60 + 87 + 37 = 184 36 92 60 C 41 87 47 B 37 96 53 A Bldg3 Bldg2 Bldg1
Na ïve Solution—Completion 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1
Disadvantages of Na ïve Solution ,[object Object],[object Object]
Rates of Growth
Mathematical Modeling of the Problem ,[object Object],[object Object],[object Object]
An Ideal Cost Matrix ,[object Object],[object Object],[object Object]
The Hungarian Algorithm ,[object Object],[object Object]
Critical Observation ,[object Object],[object Object],[object Object]
Critical Observation ,[object Object],[object Object]
On our given matrix
Still Not Done ,[object Object]
Still Not Done ,[object Object]
Still Not Done ,[object Object]
Still Not Done ,[object Object]
Still Not Done ,[object Object],?
Still Not Done ,[object Object],[object Object]
Still Not Done ,[object Object],[object Object],[object Object]
Solutions
Na ïve Solution—Completion 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1 36 92 60 C 41 87 47 B 37 96 53 A 3 2 1
The Hungarian Algorithm ,[object Object],[object Object],[object Object]
The Hungarian Algorithm ,[object Object],[object Object]
The Hungarian Algorithm ,[object Object]
The Hungarian Algorithm ,[object Object],[object Object],[object Object],[object Object]
The Hungarian Algorithm ,[object Object]
The Hungarian Algorithm ,[object Object]
The Hungarian Algorithm ,[object Object]
The Hungarian Algorithm ,[object Object]
Solutions
Example 2 ,[object Object],[object Object],[object Object],11.5 9.5 11.0 4.5 D 10.5 9.0 9.5 12.5 C 6.5 5.5 8.5 3.5 B 8 7.5 7.5 9 A Cab 4 3 2 1 Customer
Integerizing the Matrix
Non-negativizing the Matrix
Covering the Zeroes Can do it with three!
Find Smallest Uncovered Entry
Subtract and Add
Cover Again Still three!
Find Smallest Uncovered
Subtract and Add
Cover Again Done!
Solutions Done!
Solutions Total Cost = 27.5
Other Applications of AP ,[object Object],[object Object],[object Object],[object Object],[object Object]

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Lesson 33: The Assignment Problem