Whole pineapples are served in a restaurant in London. To ensure freshness, the pineapples are purchased in Hawaii and air freighted from Honolulu to Heathrow in London. The network diagram in Output 5.1.1 outlines the different routes that the pineapples could take.
The cost to freight a pineapple is known for each arc. You can use PROC NETFLOW to determine what routes should be used to minimize total shipping cost. The shortest path is the least cost path that all pineapples should use. The SHORTPATH option indicates this type of network problem.
Output 5.1.1: Pineapple Routes: Shortest Path Problem
The SINK=
option value HEATHROW LONDON is not a valid SAS variable name so it must be enclosed in single quotes. The TAILNODE
list variable is FFROM. Because the name of this variable is not _TAIL_
or _FROM_
, the TAILNODE
list must be specified in the PROC NETFLOW
statement. The HEADNODE
list must also be explicitly specified because the variable that belongs to this list does not have the name _HEAD_
or _TO_
, but is TTO
.
title 'Shortest Path Problem'; title2 'How to get Hawaiian Pineapples to a London Restaurant'; data aircost1; input ffrom&$13. tto&$15. _cost_ ; datalines; Honolulu Chicago 105 Honolulu San Francisco 75 Honolulu Los Angeles 68 Chicago Boston 45 Chicago New York 56 San Francisco Boston 71 San Francisco New York 48 San Francisco Atlanta 63 Los Angeles New York 44 Los Angeles Atlanta 57 Boston Heathrow London 88 New York Heathrow London 65 Atlanta Heathrow London 76 ;
proc netflow shortpath sourcenode=Honolulu sinknode='Heathrow London' /* Quotes for embedded blank */ ARCDATA=aircost1 arcout=spath; tail ffrom; head tto; run; proc print data=spath; sum _fcost_; run;
The length at optimality is written to the SAS log as
NOTE: Number of nodes= 8 . |
NOTE: Number of arcs= 13 . |
NOTE: Number of iterations performed (neglecting any constraints)= 5 . |
NOTE: Of these, 3 were degenerate. |
NOTE: Optimum (neglecting any constraints) found. |
NOTE: Shortest path= 177 . |
NOTE: The data set WORK.SPATH has 13 observations and 13 variables. |
The output data set ARCOUT= SPATH in Output 5.1.2 shows that the best route for the pineapples is from Honolulu to Los Angeles to New York to Heathrow London.
Output 5.1.2: ARCOUT=SPATH
Shortest Path Problem |
How to get Hawaiian Pineapples to a London Restaurant |
Obs | ffrom | tto | _cost_ | _CAPAC_ | _LO_ | _SUPPLY_ | _DEMAND_ | _FLOW_ | _FCOST_ | _RCOST_ | _ANUMB_ | _TNUMB_ | _STATUS_ |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | San Francisco | Atlanta | 63 | 99999999 | 0 | . | . | 0 | 0 | 37 | 9 | 3 | LOWERBD NONBASIC |
2 | Los Angeles | Atlanta | 57 | 99999999 | 0 | . | . | 0 | 0 | 24 | 10 | 4 | LOWERBD NONBASIC |
3 | Chicago | Boston | 45 | 99999999 | 0 | . | . | 0 | 0 | 49 | 4 | 2 | LOWERBD NONBASIC |
4 | San Francisco | Boston | 71 | 99999999 | 0 | . | . | 0 | 0 | 45 | 5 | 3 | LOWERBD NONBASIC |
5 | Honolulu | Chicago | 105 | 99999999 | 0 | 1 | . | 0 | 0 | . | 1 | 1 | KEY_ARC BASIC |
6 | Boston | Heathrow London | 88 | 99999999 | 0 | . | 1 | 0 | 0 | 12 | 11 | 5 | LOWERBD NONBASIC |
7 | New York | Heathrow London | 65 | 99999999 | 0 | . | 1 | 1 | 65 | . | 12 | 6 | KEY_ARC BASIC |
8 | Atlanta | Heathrow London | 76 | 99999999 | 0 | . | 1 | 0 | 0 | . | 13 | 7 | KEY_ARC BASIC |
9 | Honolulu | Los Angeles | 68 | 99999999 | 0 | 1 | . | 1 | 68 | . | 3 | 1 | KEY_ARC BASIC |
10 | Chicago | New York | 56 | 99999999 | 0 | . | . | 0 | 0 | 49 | 6 | 2 | LOWERBD NONBASIC |
11 | San Francisco | New York | 48 | 99999999 | 0 | . | . | 0 | 0 | 11 | 7 | 3 | LOWERBD NONBASIC |
12 | Los Angeles | New York | 44 | 99999999 | 0 | . | . | 1 | 44 | . | 8 | 4 | KEY_ARC BASIC |
13 | Honolulu | San Francisco | 75 | 99999999 | 0 | 1 | . | 0 | 0 | . | 2 | 1 | KEY_ARC BASIC |
177 |