Trabajo Final Iop 20150 Mejorado

7/18/2019 Trabajo Final Iop 20150 Mejorado

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INVESTIGACIÓN DE OPERACIONES

TRABAJO FINAL 2015-00

INTEGRANTES DEL EQUIPO:

ANDRADE, IVAN

CÁRDENAS, JULIO

BONILLA, BILLY

MEIGGS, RENATO

RABINES, LUIGGIE

PROFESORA DEL CURSO:

BRESCIANI, FERNANDO

SECCIÓN DEL CURSO:

IN54

FECHA DE ENTREGA:

23 DE FEBRERO DEL 2015

1



INDICE

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venta =2001

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(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13(+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 5 #"$'*+'$%, $ #% *&#$% 1 %$ *'*!$"#!' $'$'"#%.

M*+#; 91atenciones

semana ×19

minutos

atenciones+50

ventas

semana ×8

minutos

venta =2129

E' # %$(#'# 2 B $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#

(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 1 #"$'*+'$%, $ #% *&#$% 50 %$ *'*!$"#!' $'$'"#%.

L'*$!#; 63 atenciones

semana ×12

minutos

atenciones+26

ventas

semana ×8

minutos

venta =964

E' # %$(#'# 2 B $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

1



P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 3 #"$'*+'$%, $ #% *&#$% 2 %$ *'*!$"#!' $'$'"#%.

C#!"&*$!#;41

atenciones

semana ×8

minutos

atenciones+10

ventas

semana ×8

minutos

venta =408

E' # %$(#'# 2 B $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#*#!"&*$!# $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! 41 #"$'*+'$%, $ #% *&#$% 10 %$ *'*!$"#!'$' $'"#%.


- 8"%6/s !e?6e!"&/s #(!( '")#"e@( /!&e% 4 SS.HH.


días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- 8"%6/s !e?6e!"&/s #(!( !e#/s""$% &e #!/&6/s !e?6e!"&/s

M#$"#;

min2010

1×

BY

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

BY

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

1



L'*$!#;

min1512

3×

BY

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

BY

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T"e)#/ /(' !e?6e!"&/ Res!""$% se)(%( 2

B

B B B B

B X

horas semana


min6048

20

35

12

15

15

35

10

201054205502 4321

S$(#'# 3 C;

- 8"%6/s !e?6e!"&/s #(!( (e%"$% 4 e%(s


semana ×31

minutos

atenciones+40

ventas

semana×13

minutos

venta =3000

E' # %$(#'# 3 C $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13(+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 0 #"$'*+'$%, $ #% *&#$% 40 %$ *'*!$"#!' $'$'"#%.

1



M*+#; 115 atenciones

semana ×19

minutos

atenciones+59

ventas

semana ×8

minutos

venta =2657

E' # %$(#'# 3 C $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 115 #"$'*+'$%, $ #% *&#$% 5 %$ *'*!$"#!' $'$'"#%.

L'*$!#; 53atenciones

semana ×12

minutos

atenciones+24

ventas

semana ×8

minutos

venta =828

E' # %$(#'# 3 C $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 53 #"$'*+'$%, $ #% *&#$% 24 %$ *'*!$"#!' $'$'"#%.

C#!"&*$!#; 44 atenciones

semana ×8

minutos

atenciones+14

ventas

semana ×8

minutos

venta =464

E' # %$(#'# 3 C $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#%*#!"&*$!#% $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! 44 #"$'*+'$%, $ #% *&#$% 14 %$ *'*!$"#!'$' $'"#%.


- 8"%6/s !e?6e!"&/s #(!( '")#"e@( /!&e% 4 SS.HH.


días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

20



- 8"%6/s !e?6e!"&/s #(!( !e#/s""$% &e #!/&6/s !e?6e!"&/s

M#$"#;

min20

10

1×

C Y

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

C Y

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;

min1512

3×

C Y

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

C Y

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T+$() ""# !$&$!+ R$%"!+**+' %$(#'# 3

C

C C C C

C X

horas semana


min6048

20

35

12

15

15

35

10

201054206949 4321

21



S$(#'# 4 D;

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%


semana ×31

minutos

atenciones+33

ventas

semana ×13

minutos

venta =2723

E' # %$(#'# 4 D $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13(+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 4 #"$'*+'$%, $ #% *&#$% 33 %$ *'*!$"#!' $'$'"#%.


semana ×19

minutos

atenciones+55

ventas

semana ×8

minutos

venta =2549

E' # %$(#'# 4 D $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 111 #"$'*+'$%, $ #% *&#$% 55 %$ *'*!$"#!' $'$'"#%.


semana ×12

minutos

atenciones+36

ventas

semana ×8

minutos

venta =1140

E' # %$(#'# 4 D $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 1 #"$'*+'$%, $ #% *&#$% 3 %$ *'*!$"#!' $'$'"#%.


semana ×8

minutos

atenciones+16

ventas

semana ×8

minutos

venta =536

E' # %$(#'# 4 D $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! 51 #"$'*+'$%, $ #% *&#$% 1 %$ *'*!$"#!'$' $'"#%.

22




- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..


días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

M#$"#;

min2010

1×

DY

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

M*+#;

min3515

2×

DY

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;min1512

3×

DY

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12&'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

DY

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

23



- T+$() ""# !$&$!+ R$%"!+**+' %$(#'# 4

D

D D D D

D X

horas semana


min6048

20

35

12

15

15

35

10

201054206948 4321

S$(#'# 5 E ;

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%

M#$"#; 90

atenciones

semana ×31

minutos

atenciones +47

ventas

semana ×13

minutos

venta =3401

E' # %$(#'# 5 $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'# (#$"#$% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13 (+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 0 #"$'*+'$%, $ #% *&#$% 4 %$ *'*!$"#!' $'$'"#%.

M*+#; 125atenciones

semana

×19 minutos

atenciones

+66 ventas

semana

×8 minutos

venta

=2903

E' # %$(#'# 5 $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 125 #"$'*+'$%, $ #% *&#$% %$ *'*!$"#!' $'$'"#%.

L'*$!#;85

atenciones

semana ×12

minutos

atenciones+39

ventas

semana ×8

minutos

venta =1332

24



E' # %$(#'# 5 $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 5 #"$'*+'$%, $ #% *&#$% 3 %$ *'*!$"#!' $'$'"#%.


semana ×8

minutos

atenciones+19

ventas

semana ×8

minutos

venta =552

E' # %$(#'# 5 $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#%*#!"&*$!#% $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! 50 #"$'*+'$%, $ #% *&#$% 1 %$ *'*!$"#!'

$' $'"#%.


- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..


días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

M#$"#;

min2010

1×

E Y

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20(+'&"%.

M*+#;

min35

15

2×

E Y

25



E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;

min1512

3×

E Y

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

E Y

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T+$() ""# !$&$!+ R$%"!+**+' %$(#'# 5

E

E E E E

E X

horas semana


min6048

20

35

12

15

15

35

10

201054208188 4321

S$(#'# F;

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%

M#$"#; 101atenciones

semana ×31

minutos

atenciones+56

ventas

semana ×13

minutos

venta =3859

2



E' # %$(#'# F $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13(+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 101 #"$'*+'$%, $ #% *&#$% 5 %$ *'*!$"#!' $'$'"#%.


semana ×19

minutos

atenciones+76

ventas

semana ×8

minutos

venta =3192

E' # %$(#'# F $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 13 #"$'*+'$%, $ #% *&#$% %$ *'*!$"#!' $'

$'"#%.


semana ×12

minutos

atenciones+43

ventas

semana ×8

minutos

venta =1448

E' # %$(#'# F $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 2 #"$'*+'$%, $ #% *&#$% 43 %$ *'*!$"#!' $'

$'"#%.


semana ×8

minutos

atenciones+19

ventas

semana ×8

minutos

venta =528

E' # %$(#'# F $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#*#!"&*$!# $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! 4 #"$'*+'$%, $ #% *&#$% 1 %$ *'*!$"#!'

$' $'"#%.


- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..


días

horadia

hora min4207

min601 =××

2



SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%

++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

M#$"#;

min2010

1×

F Y

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

F Y

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;

min1512

3×

F Y

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

F Y

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T+$() ""# !$&$!+ R$%"!+**+' %$(#'#

F

F F F F

F X

horas semana


min6048

20

35

12

15

15

35

10

201054209027 4321

2



S$(#'# G;

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%


semana ×31

minutos

atenciones+52

ventas

semana ×13

minutos

venta =3859

E' # %$(#'# G $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13(+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 10 #"$'*+'$%, $ #% *&#$% 52 %$ *'*!$"#!' $'$'"#%.


semana ×19

minutos

atenciones+92

ventas

semana ×8

minutos

venta =3192

E' # %$(#'# G $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 14 #"$'*+'$%, $ #% *&#$% 2 %$ *'*!$"#!' $'$'"#%.


semana

×12 minutos

atenciones

+70 ventas

semana

×8minutos

venta

=1448

E' # %$(#'# G $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12(+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 10 #"$'*+'$%, $ #% *&#$% 0 %$ *'*!$"#!'$' $'"#%.

C#!"&*$!#;

54 atenciones

semana

×8 minutos

atenciones

+26 ventas

semana

×8minutos

venta

=528

2



E' # %$(#'# G $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#*#!"&*$!# $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! 54 #"$'*+'$%, $ #% *&#$% 2 %$ *'*!$"#!'$' $'"#%.


- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..

L+()+$# !$';

semana semana

días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

M#$"#;

min2010

1×

GY

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

GY

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;

min1512

3×

GY

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

30



C#!"&*$!#;

min3520

4×

GY

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T+$() ""# !$&$!+ R$%"!+**+' %$(#'#

G

GGGG

G X

horas semana


min6048

20

35

12

15

15

35

10

201054209659 4321

S$(#'# ;

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%


semana ×31

minutos

atenciones+42

ventas

semana ×13

minutos

venta =3429

E' # %$(#'# $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13(+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 3 #"$'*+'$%, $ #% *&#$% 42 %$ *'*!$"#!' $'$'"#%.

M*+#; 189atenciones

semana ×19

minutos

atenciones+96

ventas

semana ×8

minutos

venta =4359

31



E' # %$(#'# $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 1 #"$'*+'$%, $ #% *&#$% %$ *'*!$"#!' $'$'"#%.


semana ×12

minutos

atenciones+70

ventas

semana ×8

minutos

venta =1928

E' # %$(#'# $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% '*$!#, %$ !$+%"! 114 #"$'*+'$%, $ #% *&#$% 0 %$ *'*!$"#!' $'

$'"#%.


semana ×8

minutos

atenciones+26

ventas

semana ×8

minutos

venta =712

E' # %$(#'# $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#*#!"&*$!# $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! 3 #"$'*+'$%, $ #% *&#$% 2 %$ *'*!$"#!'

$' $'"#%.


- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..


días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

32



M#$"#;

min2010

1×

H Y

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

H Y

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;

min15

12

3×

H Y

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

H Y

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T+$() ""# !$&$!+ R$%"!+**+' %$(#'#

H

H H H H

H X

horas semana


min6048

20

35

12

15

15

35

10

2010542010428 4321

33



S$(#'# I

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%

M#$"#; 122 atencionessemana

×31 minutosatenciones

+70 ventassemana

×13 minutosventa

=4692

E' # S$(#'# I $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13(+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 122 #"$'*+'$%, $ #% *&#$% 0 %$ *'*!$"#!' $'$'"#%.

M*+#; 190 atencionessemana

×19 minutosatenciones

+91 ventassemana

×8 minutosventa

=4338

E' # S$(#'# I $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 10 #"$'*+'$%, $ #% *&#$% 1 %$ *'*!$"#!' $'$'"#%.


semana ×12

minutos

atenciones+68

ventas

semana ×8

minutos

venta =1984

E' # S$(#'# I $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!#% $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 120 #"$'*+'$%, $ #% *&#$% %$ *'*!$"#!'$' $'"#%.


semana ×8

minutos

atenciones+28

ventas

semana ×8

minutos

venta =744

E' # S$(#'# I $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#*#!"&*$!# $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! 5 #"$'*+'$%, $ #% *&#$% 2 %$ *'*!$"#!'$' $'"#%.

34




- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..


días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

M#$"#;

min2010

1×

I Y

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

I Y

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;

min1512

3×

I Y

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

I Y

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T+$() ""# !$&$!+ R$%"!+**+' %$(#'#

35



I

I I I I

I X

horas semana


min6048

20

35

12

15

15

35

10

2010542011758 4321

S$(#'# 10 J

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%


semana ×31

minutos

atenciones+60

ventas

semana ×13

minutos

venta =4221

E' # %$(#'# 10 J $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13(+'&"%.

P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 111 #"$'*+'$%, $ #% *&#$% 0 %$ *'*!$"#!' $'$'"#%.

M*+#; 200atenciones

semana ×19

minutos

atenciones+108

ventas

semana ×8

minutos

venta =4664

E' # %$(#'# 10 J $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#%(*+#% $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 200 #"$'*+'$%, $ #% *&#$% 10 %$ *'*!$"#!'$' $'"#%.


semana ×12

minutos

atenciones+74

ventas

semana ×8

minutos

venta =1972

3



E' # %$(#'# 10 J $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 115 #"$'*+'$%, $ #% *&#$% 4 %$ *'*!$"#!'$' $'"#%.


semana ×8

minutos

atenciones+35

ventas

semana ×8

minutos

venta =832

E' # %$(#'# 10 J $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#%*#!"&*$!#% $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! #"$'*+'$%, $ #% *&#$% 35 %$ *'*!$"#!'

$' $'"#%.


- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..

L+()+$# !$';

semana semana

días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

M#$"#;

min2010

1×

J Y

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

J Y

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

3



L'*$!#;

min1512

3×

J Y

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

J Y

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T+$() ""# !$&$!+ R$%"!+**+' %$(#'# 10

J

J J J J

J X

horas semana


min6048

20

35

12

15

15

35

10

2010542011689 4321

S$(#'# 11;

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%


semana ×31

minutos

atenciones+69

ventas

semana ×13

minutos

venta =4431

E' # %$(#'# 11 $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# #

(+'&"%.

3



P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 114 #"$'*+'$%, $ #% *&#$% %$ *'*!$"#!' $'$'"#%.

M*+#;197

atenciones

semana ×19

minutos

atenciones+105

ventas

semana ×8

minutos

venta =4583

E' # %$(#'# 11 $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% (*+#%, %$ !$+%"! 1 #"$'*+'$%, $ #% *&#$% 105 %$ *'*!$"#!'$' $'"#%.

L'*$!#; 125

atenciones

semana ×12

minutos

atenciones+79

ventas

semana × 8

minutos

venta =2132

E' # %$(#'# 11 $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!#% $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 125 #"$'*+'$%, $ #% *&#$% %$ *'*!$"#!'$' $'"#%.

C#!"&*$!#; 88

atenciones

semana ×8

minutos

atenciones+52 ventas

semana ×8

minutos

venta =1120

E' # %$(#'# 11 $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#*#!"&*$!# $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

P#!# $ *#% $ # *#!"&*$!#, %$ !$+%"! #"$'*+'$%, $ #% *&#$% 52 %$ *'*!$"#!' $'$'"#%.


- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..


días

horadia

hora min4207

min601 =××

SS.. semana semana

días

día

min1057

min15 =×

3



U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

M#$"#;

min2010

1×

K Y

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

K Y

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;

min1512

3×

K Y

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

K Y

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

- T+$() ""# !$&$!+ R$%"!+**+' %$(#'# 11

K

K K K K

K X horas semana

horasY Y Y Y

X ××≤++++++

min6048

20

35

12

15

15

35

10

20

10542012266

4321

40



S$(#'# 12 L;

- M+'&"% !$&$!+% )#!# #"$'*+' $'"#%


semana ×31

minutos

atenciones+80

ventas

semana ×13

minutos

venta =5070

E' # %$(#'# 12 L $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(#$"# $% $ 31 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # 13

(+'&"%.P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 130 #"$'*+'$%, $ #% *&#$% 0 %$ *'*!$"#!' $'$'"#%.

M*+#; 210atenciones

semana ×19

minutos

atenciones+120

ventas

semana × 8

minutos

venta =4950

E' # %$(#'# 12 L $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#(*+# $% $ 1 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# #

(+'&"%.P#!# $ *#% $ #% (#$"#%, %$ !$+%"! 210 #"$'*+'$%, $ #% *&#$% 120 %$ *'*!$"#!' $'$'"#%.


semana ×12

minutos

atenciones+81

ventas

semana ×8

minutos

venta =2244

E' # %$(#'# 12 L $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#'*$!# $% $ 12 (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# #

(+'&"%.

P#!# $ *#% $ #% '*$!#%, %$ !$+%"! 133 #"$'*+'$%, $ #% *&#$% 1 %$ *'*!$"#!'$' $'"#%.


semana ×8

minutos

atenciones+63

ventas

semana ×8

minutos

venta =1272

E' # %$(#'# 12 L $ "+$() !$&$!+ )#!# # #"$'*+' $ % *+$'"$% &$ $%$#' &'#

*#!"&*$!#% $% $ (+'&"%. Y, *&#' &' *+$'"$ $*+$ *()!#! $ "+$() %$ )!'# # (+'&"%.

41



P#!# $ *#% $ #% *#!"&*$!#%, %$ !$+%"! #"$'*+'$%, $ #% *&#$% 3 %$ *'*!$"#!'$' $'"#%.


- M+'&"% !$&$!+% )#!# +()+$#, !$' SS..


días

horadia

hora min4207

min601 =××

SS..

semana semana

días

día

min1057

min15 =×

U' "!#/#6#! +()+# # "+$'# )! &'# !# # 8#, % 8#% # # %$(#'# $' % %$!+*+%++>'+*% %$ $(!#' 15 (+'&"% )! 8#.

- M+'&"% !$&$!+% )#!# !$)%+*+' $ )!&*"% !$&$!+%

M#$"#;

min2010

1×

LY

E "+$() $ !$)%+*+' )#!# #% (#$"#% $% $&+#$'"$ # 10 &'+#$% )! 20 (+'&"%.

M*+#;

min3515

2×

LY

E "+$() $ !$)%+*+' )#!# #% (*+#% $% $&+#$'"$ # 15 &'+#$% )! 35 (+'&"%.

L'*$!#;

min15

12

3×

LY

E "+$() $ !$)%+*+' )#!# #% '*$!#% $% $&+#$'"$ # 12 &'+#$% )! 15 (+'&"%.

C#!"&*$!#;

min3520

4×

LY

E "+$() $ !$)%+*+' )#!# #% *#!"&*$!#% $% $&+#$'"$ # 20 &'+#$% )! 35 (+'&"%.

42



- T+$() ""# !$&$!+ R$%"!+**+' %$(#'# 12

L

L L L L

L X horas semana

horasY Y Y Y

X ××≤++++++

min6048

20

35

12

15

15

35

10

20

10542013536 4321

MALETA MOCILA LONCERA CARTUCERA

RESTRICCIÓN DE REPOSICIÓN

Re#/s""$% &e '( se)(%( A:

351 =

AY

422 = A

Y

303 = A

Y

154 =

AY

Re#/s""$% &e '( se)(%( B:

11 15.1

A B Y Y ≥

22 15.1

A B Y Y ≥

33 A B Y Y ≥

43



44 A B Y Y ≥

123 5.03.0

B B B Y Y Y +≥

124 4.02.0

B B B Y Y Y +≥

Se sabe que el 40% de las maletas se vende en juego (con lonchera y cartuchera), así como el 20% de las

mochilas; adicionalmente, tanto el 10% de las maletas como mochilas se venden solo con lonchera.

Re#/s""$% &e '( se)(%( C:

11 15.1

BC Y Y ≥

22 15.1 BC

Y Y ≥

33 BC Y Y ≥

44 BC Y Y ≥

123 5.03.0 C C C Y Y Y +≥

124 4.02.0

C C C Y Y Y +≥



Re#/s""$% &e '( se)(%( D:

11 15.1C D

Y Y ≥

22 15.1

C D Y Y ≥

33 C D Y Y ≥

44 C D Y Y ≥

44



213 5.03.0

D D D Y Y Y +≥

124 4.02.0

D D D Y Y Y +≥



Re#/s""$% &e '( se)(%( E:

11 25.1 D E

Y Y ≥

22 20.1

D E Y Y ≥

33 25.1

D E Y Y ≥

44 25.1 D E

Y Y ≥

213 5.06.0 E E E

Y Y Y +≥

124 4.05.0

E E E Y Y Y +≥



Re#/s""$% &e '( se)(%( F:

11 25.1

E F Y Y ≥

22 20.1

E F Y Y ≥

33 25.1 E F

Y Y ≥

44 25.1

E F Y Y ≥

45



213 5.06.0

F F F Y Y Y +≥

124 4.05.0

F F F Y Y Y +≥



Re#/s""$% &e '( se)(%( G:

11 40.1 F G

Y Y ≥

22 30.1 F G Y Y ≥

33 35.1

F G Y Y ≥

44 35.1 F G

Y Y ≥

213 6.08.0GGG

Y Y Y +≥

124 6.07.0

GGG Y Y Y +≥



Re#/s""$% &e '( se)(%( H:

11 *40.1 G H Y Y ≥

22 *3.1

G H Y Y ≥

33 *35.1

G H Y Y ≥

44 *35.1

G H Y Y ≥

4



213 *6.0*8.0

H H H Y Y Y +≥

124 *6.0*7.0

H H H Y Y Y +≥



Re#/s""$% &e '( se)(%( I:

11 *4,1

H I Y Y ≥

22 *3,1 H I

Y Y ≥

33 *5,1 H I

Y Y ≥

44 *5.1

H I Y Y ≥

213 *6.0*8.0

I I I Y Y Y +≥

124 *6.0*7.0

I I I Y Y Y +≥



Re#/s""$% &e '( se)(%( J:

11 *8,0

I J Y Y ≥

22 *85,0 I J

Y Y ≥

4



33 *75.0 I J

Y Y ≥

44 *7.0

I J Y Y ≥

213 *7.0*9.0

J I J Y Y Y +≥

124 *6.0*4.0

J I J Y Y Y +≥



Re#/s""$% &e '( se)(%( :

11 *8.0

J K Y Y ≥

22 *85.0

J K Y Y ≥

33 *75.0

J K Y Y ≥

44 *7.0

J K Y Y ≥

213 *7.0*9.0

K K K Y Y Y +≥

124 *6.0*4.0

K K K Y Y Y +≥



Re#/s""$% &e '( se)(%( L:

11 *8.0

K L Y Y ≥

4



32 85.0 K L

Y Y ≥

33 *75.0

K L Y Y ≥

44 *7.0

K L Y Y ≥

213 *7.0*9.0

L L L Y Y Y ++≥

124 *6.0*4.0

L L L Y Y Y +≥



AN=LISIS DE SENSIBILIDAD DEL PROGRA8A LINGO

Global optimal solution found.

Objective value: 7942.376

Infeasibilities: 0.000000

Total solve iteations: 0

!lapsed untime seconds: 0.0"

#odel $lass: %&

Total vaiables: '6

(onlinea vaiables: 0

Inte)e vaiables: 0

4



Total constaints: 79

(onlinea constaints: 0

Total non*eos: 2+"

(onlinea non*eos: 0

,aiable ,alue -educed $ost

/ +.927++7 0.000000

2.23''+3 0.000000

$ 2.772+73 0.000000

1 2.790274 0.000000

! 3.290'9+ 0.000000

3.636"63 0.000000

G 3.9"7664 0.000000

4.3"""90 0.000000

I '.070+29 0.000000

4.90'0"" 0.000000

5 '.00092+ 0.000000

% '.3797"' 0.000000

/+ 3'.00000 0.000000

/2 42.00000 0.000000

/3 30.00000 0.000000

/4 +'.00000 0.000000

+ 40.2'000 0.000000

2 4".30000 0.000000

3 34.6+'00 0.000000

4 2'.76000 0.000000

$+ 46.2"7'0 0.000000

$2 ''.'4'00 0.000000

$3 39."072' 0.000000

$4 29.62400 0.000000

1+ '3.23062 0.000000

12 63."767' 0.000000

13 47.907'6 0.000000

14 34.06760 0.000000

!+ 66.'3"2" 0.000000

!2 76.6'2+0 0.000000

!3 7".24902 0.000000

!4 64.94+36 0.000000

+ "3.+72"' 0.000000

2 9+.9"2'2 0.000000

3 97."++27 0.000000

4 "+.+7670 0.000000

G+ ++6.4420 0.000000

G2 ++9.'773 0.000000

G3 +64.9000 0.000000

G4 +'3.'693 0.000000

+ +63.0+"" 0.000000

2 +''.4'0' 0.000000

3 223.6"'3 0.000000

4 207.3+"' 0.000000

I+ 22".2263 0.000000

I2 202.0"'6 0.000000

I3 33'.'2"0 0.000000

I4 3+0.977" 0.000000

+ +"2.'"+0 0.000000

2 +7+.772" 0.000000

3 2"4.'639 0.000000

4 2+7.6"4' 0.000000

50



5+ +46.064" 0.000000

52 +46.006" 0.000000

53 233.663+ 0.000000

54 +'2.379+ 0.000000

%+ ++6."'+9 0.000000

%2 +24.+0'" 0.000000

%3 +92.040" 0.000000%4 ++9.7'34 0.000000

-o 8lac o 8uplus 1ual &ice

+ 7942.376 +.000000

2 0.000000 0.6306306!0+

3 0.000000 0.6306306!0+

4 0.000000 0.6306306!0+

' 0.000000 0.6306306!0+

6 0.000000 0.6306306!0+

7 0.000000 0.6306306!0+

" 0.000000 0.6306306!0+

9 0.000000 0.6306306!0+

+0 0.000000 0.6306306!0+

++ 0.000000 0.6306306!0+

+2 0.000000 0.6306306!0+

+3 0.000000 0.6306306!0+

+4 0.000000 "."679+7

+' 0.000000 7.9+'"43

+6 0.000000 0.7""2""3!0+

+7 0.000000 0.++03604

+" 0.000000 7.60+''"

+9 0.000000 6.7''3""

20 4.6+'000 0.000000

2+ +0.76000 0.000000

22 0.000000 0.7""2""3!0+

23 0.000000 0.++03604

24 0.000000 6.4277+6

2' 0.000000 '.706'39

26 '.+922'0 0.000000

27 3."64000 0.000000

2" 0.000000 0.7""2""3!0+

29 0.000000 0.++03604

30 0.000000 0.7""2""3!0+

3+ 0.000000 0.++03604

32 0.000000 '.4069"3

33 0.000000 4.794497

34 ".+003+2 0.000000

3' 4.443600 0.000000

36 0.000000 4.+704'2

37 0.000000 3."2+''3

3" +".364'7 0.000000

39 22.3'6"6 0.000000

40 0.000000 0.+773649

4+ 0.000000 0.24"3+0"

42 0.000000 3.070"66

43 0.000000 2.""4640

44 0.000000 0.7""2""3!0+

4' 0.000000 0.++03604

46 +.9+6303 0.000000

47 +.9+6303 0.000000

4" 0.000000 2.+033"'

49 0.000000 2.+0'763

'0 32."'474 0.000000

'+ 43.9"074 0.000000

51



'2 0.000000 0.7""2""3!0+

'3 0.000000 0.74"767'

'4 0.000000 +.0463"3

'' 0.000000 +.067063

'6 +.07036+ 0.000000

'7 0.000000 0.472"94+

'" 0.000000 0.+97072+'9 0.69+9449 0.000000

60 0.000000 0.'447+3'

6+ 0.000000 0.6+667+2

62 0.000000 0.7""2""3!0+

63 0.000000 0.24+6"92

64 3+.69''6 0.000000

6' 32.'"2++ 0.000000

66 0.000000 0.'232342

67 0.000000 0.''23"+2

6" 32.9+790 0.000000

69 0.000000 0.+"76+26

70 0.000000 0.7""2""3!0+

7+ 39.42674 0.000000

72 0.000000 0.4077027

73 0.000000 0.4++"2"+

74 20.24024 0.000000

7' 0.000000 0.++03604

76 0.000000 0.7""2""3!0+

77 6.3374"" 0.000000

7" 0.000000 0.2632""3

79 0.000000 0.24647+'

"0 +6.79340 0.000000

"+ +3.0""06 0.000000

"2 0.000000 0.7""2""3!0+

"3 0.000000 0.++03604

-an)es in ;ic; t;e basis is unc;an)ed:

Objective $oefficient -an)es:

$uent /lloable /lloable

,aiable $oefficient Incease 1ecease

/ +7'.0000 I(I(IT +7'.0000

+7'.0000 I(I(IT +7'.0000

$ +7'.0000 I(I(IT +7'.0000

1 +7'.0000 I(I(IT +7'.0000

! +7'.0000 I(I(IT +7'.0000

+7'.0000 I(I(IT +7'.0000G +7'.0000 I(I(IT +7'.0000

+7'.0000 I(I(IT +7'.0000

I +7'.0000 I(I(IT +7'.0000

+7'.0000 I(I(IT +7'.0000

5 +7'.0000 I(I(IT +7'.0000

% +7'.0000 I(I(IT +7'.0000

+ 0.000000 I(I(IT 7.60+''"

2 0.000000 I(I(IT 6.7''3""

3 0.000000 I(I(IT 0.7""2""3!0+

4 0.000000 I(I(IT 0.++03604

$+ 0.000000 I(I(IT 6.4277+6

$2 0.000000 I(I(IT '.706'39

$3 0.000000 I(I(IT 0.7""2""3!0+

$4 0.000000 I(I(IT 0.++03604

1+ 0.000000 I(I(IT '.4069"3

52



12 0.000000 I(I(IT 4.794497

13 0.000000 I(I(IT 0.7""2""3!0+

14 0.000000 I(I(IT 0.++03604

!+ 0.000000 I(I(IT 4.+704'2

!2 0.000000 I(I(IT 3."2+''3

!3 0.000000 I(I(IT 0.+773649

!4 0.000000 I(I(IT 0.24"3+0"+ 0.000000 I(I(IT 3.070"66

2 0.000000 I(I(IT 2.""4640

3 0.000000 I(I(IT 0.7""2""3!0+

4 0.000000 I(I(IT 0.++03604

G+ 0.000000 I(I(IT 2.+033"'

G2 0.000000 I(I(IT 2.+0'763

G3 0.000000 I(I(IT 0.7""2""3!0+

G4 0.000000 I(I(IT 0.74"767'

+ 0.000000 I(I(IT +.0463"3

2 0.000000 I(I(IT +.067063

3 0.000000 I(I(IT 0.+97072+

4 0.000000 I(I(IT 0.472"94+

I+ 0.000000 I(I(IT 0.'447+3'

I2 0.000000 I(I(IT 0.6+667+2

I3 0.000000 I(I(IT 0.7""2""3!0+

I4 0.000000 I(I(IT 0.24+6"92

+ 0.000000 I(I(IT 0.'232342

2 0.000000 I(I(IT 0.''23"+2

3 0.000000 I(I(IT 0.7""2""3!0+

4 0.000000 I(I(IT 0.+"76+26

5+ 0.000000 I(I(IT 0.4077027

52 0.000000 I(I(IT 0.4++"2"+

53 0.000000 I(I(IT 0.7""2""3!0+

54 0.000000 I(I(IT 0.++03604

%+ 0.000000 I(I(IT 0.2632""3

%2 0.000000 I(I(IT 0.24647+'

%3 0.000000 I(I(IT 0.7""2""3!0+

%4 0.000000 I(I(IT 0.++03604

-i);t;and 8ide -an)es:


-o -8 Incease 1ecease

2 '347.7'0 I(I(IT 734.7'0

3 '922.000 I(I(IT 920.'49

4 7369.000 I(I(IT +069.7"+

' 736".000 I(I(IT +074.0+0

6 "60".000 I(I(IT +0+3.390

7 9447.000 I(I(IT +392.29

" +0079.00 I(I(IT +406.77

9 +0"4".00 I(I(IT +'+7.+7

+0 +2+7".00 I(I(IT +706.6+

++ +2+09.00 I(I(IT +66+.62

+2 +26"6.00 I(I(IT +6"7.''

+3 +39'6.00 I(I(IT +792.90

+" 40.2'000 7.972720 9.230000

+9 4".30000 +4.4++4' 7.9"'497

20 30.00000 4.6+'000 I(I(IT

2+ +'.00000 +0.76000 I(I(IT

22 0.000000 '.+922'0 4.6+'000

23 0.000000 3."64000 +0.76000

24 0.000000 9.+6"62" 9.660000

2' 0.000000 +6.'73+7 9.+"332+

26 0.000000 '.+922'0 I(I(IT

53



27 0.000000 3."64000 I(I(IT

2" 0.000000 ".+003+2 '.+922'0

29 0.000000 4.443600 3."64000

30 0.000000 +4.69+6' ".+003+2

3+ 0.000000 +7.""'49 4.443600

32 0.000000 +0.'4392 ++.+0900

33 0.000000 +9.0'9+4 +0.'60"234 0.000000 ".+003+2 I(I(IT

3' 0.000000 4.443600 I(I(IT

36 0.000000 +3.+7990 +'.290""

37 0.000000 22."7097 +2.6729"

3" 0.000000 +".364'7 I(I(IT

39 0.000000 22.3'6"6 I(I(IT

40 0.000000 +9.4694" +.'33042

4+ 0.000000 26.06266 +.'33042

42 0.000000 3.+93"3" +9.++360

43 0.000000 3."3260' +'.207'"

44 0.000000 24.336"4 +.9+6303

4' 0.000000 32.'7"33 +.9+6303

46 0.000000 +.9+6303 I(I(IT

47 0.000000 +.9+6303 I(I(IT

4" 0.000000 23.064"3 26.7'904

49 0.000000 3'.67"7+ +9.769"'

'0 0.000000 32."'474 I(I(IT

'+ 0.000000 43.9"074 I(I(IT

'2 0.000000 0.792"603 32."'474

'3 0.000000 +"."4326 0.'+2''+"

'4 0.000000 +.+'324+ +.3379'2

'' 0.000000 0.9""4927 +.7"3936

'6 0.000000 +.07036+ I(I(IT

'7 0.000000 2'.43"40 0.69+9449

'" 0.000000 29.26036 +.07036+

'9 0.000000 0.69+9449 I(I(IT

60 0.000000 +6.'03"" 42.60436

6+ 0.000000 2+.92902 '3.27930

62 0.000000 43."90'3 3+.69''6

63 0.000000 3".+'76+ +2.9336'

64 0.000000 3+.69''6 I(I(IT

6' 0.000000 32.'"2++ I(I(IT

66 0.000000 +3.203+0 34.0"349

67 0.000000 +".63967 4'.2"740

6" 0.000000 32.9+790 I(I(IT

69 0.000000 26.7+032 9.0'3'''

70 0.000000 26.9"699 32.9+790

7+ 0.000000 39.42674 I(I(IT

72 0.000000 +0.'624" 22.4"9+6

73 0.000000 +'."4372 2".9+463

74 0.000000 20.24024 I(I(IT

7' 0.000000 +".69723 6.3374""

76 0.000000 22.39+20 20.24024

77 0.000000 6.3374"" I(I(IT

7" 0.000000 I(I(IT +".6'933

79 0.000000 I(I(IT 23.990'7

"0 0.000000 +6.79340 I(I(IT

"+ 0.000000 +3.0""06 I(I(IT

"2 0.000000 I(I(IT +6.79340

"3 0.000000 I(I(IT +3.0""06

-an)es in ;ic; t;e basis is unc;an)ed:

Objective $oefficient -an)es:

54




,aiable $oefficient Incease 1ecease

/ +7'.0000 I(I(IT +7'.0000

+7'.0000 I(I(IT +7'.0000

$ +7'.0000 I(I(IT +7'.0000

1 +7'.0000 I(I(IT +7'.0000! +7'.0000 I(I(IT +7'.0000

+7'.0000 I(I(IT +7'.0000

G +7'.0000 I(I(IT +7'.0000

+7'.0000 I(I(IT +7'.0000

I +7'.0000 I(I(IT +7'.0000

+7'.0000 I(I(IT +7'.0000

5 +7'.0000 I(I(IT +7'.0000

% +7'.0000 I(I(IT +7'.0000

+ 0.000000 I(I(IT 7.60+''"

2 0.000000 I(I(IT 6.7''3""

3 0.000000 I(I(IT 0.7""2""3!0+

4 0.000000 I(I(IT 0.++03604

$+ 0.000000 I(I(IT 6.4277+6

$2 0.000000 I(I(IT '.706'39

$3 0.000000 I(I(IT 0.7""2""3!0+

$4 0.000000 I(I(IT 0.++03604

1+ 0.000000 I(I(IT '.4069"3

12 0.000000 I(I(IT 4.794497

13 0.000000 I(I(IT 0.7""2""3!0+

14 0.000000 I(I(IT 0.++03604

!+ 0.000000 I(I(IT 4.+704'2

!2 0.000000 I(I(IT 3."2+''3

!3 0.000000 I(I(IT 0.+773649

!4 0.000000 I(I(IT 0.24"3+0"

+ 0.000000 I(I(IT 3.070"66

2 0.000000 I(I(IT 2.""4640

3 0.000000 I(I(IT 0.7""2""3!0+

4 0.000000 I(I(IT 0.++03604

G+ 0.000000 I(I(IT 2.+033"'

G2 0.000000 I(I(IT 2.+0'763

G3 0.000000 I(I(IT 0.7""2""3!0+

G4 0.000000 I(I(IT 0.74"767'

+ 0.000000 I(I(IT +.0463"3

2 0.000000 I(I(IT +.067063

3 0.000000 I(I(IT 0.+97072+

4 0.000000 I(I(IT 0.472"94+

I+ 0.000000 I(I(IT 0.'447+3'

I2 0.000000 I(I(IT 0.6+667+2

I3 0.000000 I(I(IT 0.7""2""3!0+

I4 0.000000 I(I(IT 0.24+6"92

+ 0.000000 I(I(IT 0.'232342

2 0.000000 I(I(IT 0.''23"+2

3 0.000000 I(I(IT 0.7""2""3!0+

4 0.000000 I(I(IT 0.+"76+26

5+ 0.000000 I(I(IT 0.4077027

52 0.000000 I(I(IT 0.4++"2"+

53 0.000000 I(I(IT 0.7""2""3!0+

54 0.000000 I(I(IT 0.++03604

%+ 0.000000 I(I(IT 0.2632""3

%2 0.000000 I(I(IT 0.24647+'

%3 0.000000 I(I(IT 0.7""2""3!0+

%4 0.000000 I(I(IT 0.++03604

-i);t;and 8ide -an)es:

55




-o -8 Incease 1ecease

2 '347.7'0 I(I(IT '347.7'0

3 '922.000 I(I(IT 6203.'49

4 7369.000 I(I(IT 7692.7"+

' 736".000 I(I(IT 7743.0+06 "60".000 I(I(IT 9+3+.390

7 9447.000 I(I(IT +0092.29

" +0079.00 I(I(IT ++06'.77

9 +0"4".00 I(I(IT +2+79.+7

+0 +2+7".00 I(I(IT +4069.6+

++ +2+09.00 I(I(IT +36++.62

+2 +26"6.00 I(I(IT +3"77.''

+3 +39'6.00 I(I(IT +492".90

+" 40.2'000 7.972720 9.230000

+9 4".30000 +4.4++4' 7.9"'497

20 30.00000 4.6+'000 I(I(IT

2+ +'.00000 +0.76000 I(I(IT

22 0.000000 '.+922'0 4.6+'000

23 0.000000 3."64000 +0.76000

24 0.000000 9.+6"62" 9.660000

2' 0.000000 +6.'73+7 9.+"332+

26 0.000000 '.+922'0 I(I(IT

27 0.000000 3."64000 I(I(IT

2" 0.000000 ".+003+2 '.+922'0

29 0.000000 4.443600 3."64000

30 0.000000 +4.69+6' ".+003+2

3+ 0.000000 +7.""'49 4.443600

32 0.000000 +0.'4392 ++.+0900

33 0.000000 +9.0'9+4 +0.'60"2

34 0.000000 ".+003+2 I(I(IT

3' 0.000000 4.443600 I(I(IT

36 0.000000 +3.+7990 +'.290""

37 0.000000 22."7097 +2.6729"

3" 0.000000 +".364'7 I(I(IT

39 0.000000 22.3'6"6 I(I(IT

40 0.000000 +9.4694" +.'33042

4+ 0.000000 26.06266 +.'33042

42 0.000000 3.+93"3" +9.++360

43 0.000000 3."3260' +'.207'"

44 0.000000 24.336"4 +.9+6303

4' 0.000000 32.'7"33 +.9+6303

46 0.000000 +.9+6303 I(I(IT

47 0.000000 +.9+6303 I(I(IT

4" 0.000000 23.064"3 26.7'904

49 0.000000 3'.67"7+ +9.769"'

'0 0.000000 32."'474 I(I(IT

'+ 0.000000 43.9"074 I(I(IT

'2 0.000000 0.792"603 32."'474

'3 0.000000 +"."4326 0.'+2''+"

'4 0.000000 +.+'324+ +.3379'2

'' 0.000000 0.9""4927 +.7"3936

'6 0.000000 +.07036+ I(I(IT

'7 0.000000 2'.43"40 0.69+9449

'" 0.000000 29.26036 +.07036+

'9 0.000000 0.69+9449 I(I(IT

60 0.000000 +6.'03"" 42.60436

6+ 0.000000 2+.92902 '3.27930

62 0.000000 43."90'3 3+.69''6

63 0.000000 3".+'76+ +2.9336'

5



64 0.000000 3+.69''6 I(I(IT

6' 0.000000 32.'"2++ I(I(IT

66 0.000000 +3.203+0 34.0"349

67 0.000000 +".63967 4'.2"740

6" 0.000000 32.9+790 I(I(IT

69 0.000000 26.7+032 9.0'3'''

70 0.000000 26.9"699 32.9+7907+ 0.000000 39.42674 I(I(IT

72 0.000000 +0.'624" 22.4"9+6

73 0.000000 +'."4372 2".9+463

74 0.000000 20.24024 I(I(IT

7' 0.000000 +".69723 6.3374""

76 0.000000 22.39+20 20.24024

77 0.000000 6.3374"" I(I(IT

7" 0.000000 I(I(IT +".6'933

79 0.000000 I(I(IT 23.990'7

"0 0.000000 +6.79340 I(I(IT

"+ 0.000000 +3.0""06 I(I(IT

"2 0.000000 I(I(IT +6.79340

"3 0.000000 I(I(IT +3.0""06

8EJORA:

P#!# !$#+#! &'# ($6!# )#!# # $()!$%#, %$ # )!)&$%" &$ $ )$!%'# $*#()#9# &$ +'!$%$ % %$ $'*#!&$ $ *'*!$"#! #% $'"#%, $% $*+!, #"$'$! #% *+$'"$% &$ +'!$%$' , %+ $*+$' *()!#!, +!++!% # *#6# )$! ' !$#+#! $)!*$% $ "+*=$"$# '+ $(/%#, )&$%" &$ #% % )$!%'#% &$ %$ $'*&$'"!#*( )$!%'# @6 $ "+$'# ' $%":' *&)#% " $ "+$(), % %$ $+*#' #%&)$!+%#! $%":' *( !$*&!% *+%, $#% )&$$' !$#+#! $ )!*$% @'# $"+*=$"$# $(/%#. D$ !$#+#! $%"# %&$!$'*+#, % "+$()% %$ !$&*+!8#'*'%+$!#/$($'"$;

RESTRICCIN DUAL PRICE ALLOABLE DECREASE S.

2 -0.03030 34.5 -1.03053

5



3

3 -0.03030 20.54

-.431

4 -0.03030 10.1

-

.5234

5 -0.03030 104.01

-.21055

1

-0.03030 1013.3

-4.1524

4

-0.03030 132.2

-115.4

-0.03030 140.

-

11.5021

-0.03030 151.1

-12.020

3

10 -0.03030 10.1

-141.524

11 -0.03030 11.2

-13.0124

2

12 -0.03030 1.55

-140.130

13 -0.03030 12. -14.23-132.130

C' $%"# '"!+# !$&**+', %$ + # *!!$! $ ($ %$ /"&;

F&'*+' /6$"+ '&$#; C%" $ *'"!#"% %.15.245

F&'*+' /6$"+ )!$+#; C%" $ *'"!#"% %.42.3

L# '&$# 7&'*+' /6$"+ !$)!$%$'"#!8# &' 1.K $ ($6!# $' % *%"% "!#%$$#! ($6! #% "#!$#% $ #"$'*+' )!*$% $ $'"#.

7942.376−6615.245

7942.376 x 100=16.71

5



PROGRAMACIÓN LINEAL CON METAS:

S$' $ 6$7$ $ "+$'#, M# M$!$#, # "+$'# "& >@*+" $*'(+* $ ($% $+*+$(/!$ $/+ # )>!+# $ ($!*#$!8# )! !/ )! )#!"$ $ )$!%'#H )! $,%$ # )#'"$# #% %+&+$'"$% ($"#%.

1. &$ ' %$ *'"!#"$ # (:% $ )$!%'#% )! %$(#'#, $/+ # &$ ' %$)!8# *'"!#! # "#% $' $ %$'"+ $ )%+/$ &!".

2. &$ # !$)%+*+' @'# $ '*$!#% %$# )! ($'% $ 0K )#!# $'$! $' 6&$.

3. &$ # *#'"+# $ (*+#% &$ %$ )+$' $' # %$(#'# 12 %$# (&* (#!&$ # *#'"+# $ (#$"#%, )&$%" # &$ $/$ &$#! )#!# (#'"$'$! &''+$ (8'+( $ %"*= )#!# #% %+&+$'"$% %$(#'#%.

FUNCIÓN OBJETIVO:

MINP1 e1 e

2 e3 e

4 e5 e

6 e7 e

8 e9 e

10 e11

e12 P2 d

13 d14 d

15 d16 d

17 d18 d

19 d20 d

21 d22 d

23 d24 d

25 d26 d

27 d28 d

29 d30 d

31 d32

d33 d

34 d35 d

36 P3 d37

%"

8e( 1: C/%!((! ( )e%/s &e se"s #e!s/%(s #/! se)(%(

Ad1

-e1

)(≤

B d

2

-e2

)(≤

C d

3

-e3

)(≤

D d

4

-e4

)(≤

E d

5

-e5

)(≤

F d

6

-e6

)(≤

G d7

- e7

)(≤

5



d

8

-e8

)(≤

I d

9

-e9

)(≤

J d10

- e10

)(≤

d

11

-e11

)(≤

L d

12

-e12

)(≤

8e( 2: Re#/s""$% %(' &e '/%e!(s se( ( '/ )6/ 90 #(!( e%&e! e% 6e;/

YA3 d13

- e13

0.WYA20.WYA4)(≥

YA3 d

14

-e14

0.WYA10.WYA4)(≥

YB3 d

15

-e15

0.WYB20.WYB4)(≥

YB3 d

16

-e16

0.WYB10.WYB4)(≥

YC3 d

17

-e17

0.WYC20.WYC4)(≥

YC3 d

18

-e18

0.WYC10.WYC4)(≥

YD3 d

19

-e19

0.WYD20.WYD4)(≥

YD3

d20

-

e20

0.WYD10.WYD4

)(≥

YE3 d

21

-e21

0.WYE20.WYE4)(≥

YE3 d

22

-e22

0.WYE10.WYE4)(≥

YF3 d

23

-e23

0.WYF20.WYF4)(≥

0



YF3 d

24

-e24

0.WYF10.WYF4)(≥

YG3 d

25

-e25

0.WYG20.WYG4)(≥

YG3 d

26

-e26

0.WYG10.WYG4)(≥

Y3 d

27

-e27

0.WY20.WY4)(≥

Y3 d

28

-e2

0.WY10.WY4)(≥

YI3 d29

- e29

0.WYI20.WYI4 )(≥

YI3 d

30

-e30

0.WYI10.WYI4)(≥

YJ3 d

31

-e32

0.WYJ20.WYJ4)(≥

YJ3 d

32

-e32

0.WYJ10.WYJ4)(≥

Y3 d

33

-e33

0.WY20.WY4)(≥

Y3 d

34

-e34

0.WY10.WY4)(≥

YL3 d

35

-e35

0.WYL20.WYL4)(≥

YL3 d36

- e36

0.WYL10.WYL4 )(≥

8e( +: L( (%"&(& &e )/"'(s e% se)(%( 12 )(4/! ( '( (%"&(& &e)('e(s.

YJ2 d

37

-e37

YJ1)(≥

X i , Y ij , dk , ek ≥0

$'

1



AN=LISIS DE SENSIBILIDAD DEL PROGRA8A LINGO %ocal optimal solution found.

Objective value: 0.000000

Objective bound: 0.000000

Infeasibilities: 0.000000

!<tended solve steps: 0

Total solve iteations: 40

!lapsed untime seconds: 0.06

#odel $lass: #I=&

Total vaiables: 94

(onlinea vaiables: 3" Inte)e vaiables: +2

Total constaints: +76

(onlinea constaints: +

Total non*eos: 4+'

(onlinea non*eos: 3'

,aiable ,alue -educed $ost

&+ +.234'6" 0.000000

e+ 0.000000 +.234'6"

e2 0.000000 +.234'6"

e3 0.000000 +.234'6"

e4 0.000000 +.234'6"

e' 0.000000 +.234'6"

e6 0.000000 +.234'6"

e7 0.000000 +.234'6"

e" 0.000000 +.234'6"

e9 0.000000 +.234'6"

e+0 0.000000 +.234'6"

e++ 0.000000 +.234'6"

e+2 0.000000 +.234'6"

&2 0.000000 '9.'464'

d+3 9.900000 0.000000

d+4 '.000000 0.000000

d+' '.63'000 0.000000

d+6 0.000000 0.000000

d+7 4.37'46' 0.000000

d+" 0.000000 0.000000

d+9 '.03+7"' 0.000000

d20 0.000000 0.000000

d2+ 4.0'4044 0.000000

d22 0.000000 0.000000

d23 2.3"4732 0.000000

d24 0.000000 0.000000

d2' 0.000000 0.000000

d26 3.+00+'2 0.000000

d27 0.000000 0.000000

d2" +0.0'726 0.000000

2



d29 0.000000 0.000000

d30 +0.00"02 0.000000

d3+ 0.000000 0.000000

d32 0.000000 0.000000

d33 0.000000 0.000000

d34 0.000000 0.000000

d3' 0.000000 0.000000d36 0.000000 0.000000

&3 +.22"632 0.000000

d37 0.000000 +.22"632

/ 6.000000 0.000000

6.000000 0.000000

$ 6.000000 0.000000

1 6.000000 0.000000

! 6.000000 0.000000

6.000000 0.000000

G 6.000000 0.000000

6.000000 0.000000

I 6.000000 0.000000

6.000000 0.000000

5 6.000000 0.000000

% 6.000000 0.000000

/3 30.00000 0.000000

/2 42.00000 0.000000

/4 +'.00000 0.000000

/+ 3'.00000 0.000000

3 47.964"2 0.000000

2 4".30000 0.000000

4 2".27++7 0.000000

+ 40.2'000 0.000000

$3 "6.9743" 0.000000

$2 ''.'4'00 0.000000

$4 74.9'47" 0.000000

$+ 49.29434 0.000000

13 92.+'02" 0.000000

12 63."767' 0.000000

14 74.9'47" 0.000000

1+ '6.6""49 0.000000

!3 ++'.+"79 0.000000

!2 76.6'2+0 0.000000

!4 93.69347 0.000000

!+ 70."606+ 0.000000

3 +43.9"4" 0.000000

2 9+.9"2'2 0.000000

4 ++7.++6" 0.000000

+ "".'7'76 0.000000

G3 +94.379' 0.000000

G2 ++9.'773 0.000000

G4 +'".+077 0.000000

G+ +24.006+ 0.000000

3 262.4+23 0.000000

2 +'9.24+0 0.000000

4 2+'.633" 0.000000

+ +73.60"' 0.000000

I3 393.6+"' 0.000000

I2 22".7'47 0.000000

I4 333.''74 0.000000

I+ 243.0'+9 0.000000

3 3++.+064 0.000000

2 +94.44+' 0.000000

4 249.9962 0.000000

3



+ +94.44+' 0.000000

53 264.440' 0.000000

52 +6'.27'3 0.000000

54 2+2.496" 0.000000

5+ +6'.27'3 0.000000

%3 226.2'7+ 0.000000

%2 +4+.4+07 0.000000%4 +"+."+37 0.000000

%+ +4+.4+07 0.000000

-o 8lac o 8uplus 1ual &ice

+ 0.000000 +.000000

2 0.000000 0.000000

3 0.000000 0.000000

4 0.000000 0.000000

' 0.000000 0.000000

6 0.000000 0.000000

7 0.000000 0.000000

" 0.000000 0.000000

9 0.000000 0.000000

+0 0.000000 0.000000

++ 0.000000 0.000000

+2 0.000000 0.000000

+3 0.000000 0.000000

+4 0.000000 0.000000

+' 0.000000 0.000000

+6 0.000000 0.000000

+7 0.000000 0.000000

+" 0.000000 0.000000

+9 0.000000 0.000000

20 0.000000 0.000000

2+ 0.000000 0.000000

22 0.000000 0.000000

23 0.000000 0.000000

24 0.000000 0.000000

2' 0.000000 0.000000

26 0.000000 0.000000

27 0.000000 0.000000

2" 0.000000 0.000000

29 0.000000 0.000000

30 0.000000 0.000000

3+ 0.000000 0.000000

32 0.000000 0.000000

33 0.000000 0.000000

34 0.000000 0.000000

3' 0.000000 0.000000

36 0.000000 0.000000

37 0.000000 0.000000

3" 0.000000 0.000000

39 0.000000 0.000000

40 0.000000 0.000000

4+ ++302.2' 0.000000

42 +042'.37 0.000000

43 ""+2.9+7 0.000000

44 "773.2+9 0.000000

4' 74+3.47' 0.000000

46 6426.2"7 0.000000

47 ''24.3++ 0.000000

4" 4377."46 0.000000

49 2376.3"7 0.000000

'0 2"72.044 0.000000

4



'+ 2'4'.3"7 0.000000

'2 +4"0.22' 0.000000

'3 0.000000 0.000000

'4 0.000000 0.000000

'' 0.000000 0.000000

'6 0.000000 0.000000

'7 0.000000 0.000000'" 0.000000 0.000000

'9 +7.964"2 0.000000

60 +3.27++7 0.000000

6+ +3.349"2 0.000000

62 2.'+++6' 0.000000

63 3.006"36 0.000000

64 0.000000 0.000000

6' 39.009'6 0.000000

66 46.6"36+ 0.000000

67 4'.6637+ 0.000000

6" 44.+2"04 0.000000

69 43.20'36 0.000000

70 39.'0403 0.000000

7+ 0.000000 0.000000

72 0.000000 0.000000

73 '.+7'90' 0.000000

74 0.000000 0.000000

7' 0.000000 0.000000

76 0.000000 0.000000

77 0.000000 0.000000

7" 0.000000 0.000000

79 34.34'44 0.000000

"0 27.023+" 0.000000

"+ 0.000000 0.000000

"2 0.000000 0.000000

"3 0.000000 0.000000

"4 0.000000 0.000000

"' 44."4"+0 0.000000

"6 3'.69'27 0.000000

"7 0.000000 0.000000

"" 0.000000 0.000000

"9 0.000000 0.000000

90 0.000000 0.000000

9+ 23.42"29 0.000000

92 0.000000 0.000000

93 0.000000 0.000000

94 3.790'2+ 0.000000

9' 0.000000 0.000000

96 2.+""342 0.000000

97 27.9"09' 0.000000

9" 0.000000 0.000000

99 0.000000 0.000000

+00 2+.74+44 0.000000

+0+ 0.000000 0.000000

+02 +0.+067' 0.000000

+03 6+.924+6 0.000000

+04 27.'9799 0.000000

+0' 0.000000 0.000000

+06 0.000000 0.000000

+07 +'."92'4 0.000000

+0" +6.'0603 0.000000

+09 0.000000 0.000000

++0 ''.''472 0.000000

+++ 9.72207' 0.000000

5



++2 0.000000 0.000000

++3 3+.++064 0.000000

++4 37.49943 0.000000

++' 0.000000 0.000000

++6 47.22+'+ 0.000000

++7 9.+9046" 0.000000

++" 0.9267040 0.000000++9 27.92677 0.000000

+20 33.06600 0.000000

+2+ 0.000000 0.000000

+22 40.40306 0.000000

+23 6.000000 0.000000

+24 6.000000 0.000000

+2' 6.000000 0.000000

+26 6.000000 0.000000

+27 6.000000 0.000000

+2" 6.000000 0.000000

+29 6.000000 0.000000

+30 6.000000 0.000000

+3+ 6.000000 0.000000

+32 6.000000 0.000000

+33 6.000000 0.000000

+34 6.000000 0.000000

+3' 3'.00000 0.000000

+36 42.00000 0.000000

+37 30.00000 0.000000

+3" +'.00000 0.000000

+39 40.2'000 0.000000

+40 4".30000 0.000000

+4+ 47.964"2 0.000000

+42 2".27++7 0.000000

+43 49.29434 0.000000

+44 ''.'4'00 0.000000

+4' "6.9743" 0.000000

+46 74.9'47" 0.000000

+47 '6.6""49 0.000000

+4" 63."767' 0.000000

+49 92.+'02" 0.000000

+'0 74.9'47" 0.000000

+'+ 70."606+ 0.000000

+'2 76.6'2+0 0.000000

+'3 ++'.+"79 0.000000

+'4 93.69347 0.000000

+'' "".'7'76 0.000000

+'6 9+.9"2'2 0.000000

+'7 +43.9"4" 0.000000

+'" ++7.++6" 0.000000

+'9 +24.006+ 0.000000

+60 ++9.'773 0.000000

+6+ +94.379' 0.000000

+62 +'".+077 0.000000

+63 +73.60"' 0.000000

+64 +'9.24+0 0.000000

+6' 262.4+23 0.000000

+66 2+'.633" 0.000000

+67 243.0'+9 0.000000

+6" 22".7'47 0.000000

+69 393.6+"' 0.000000

+70 333.''74 0.000000

+7+ +94.44+' 0.000000

+72 +94.44+' 0.000000



+73 3++.+064 0.000000

+74 249.9962 0.000000

+7' +6'.27'3 0.000000

+76 +6'.27'3 0.000000

+77 264.440' 0.000000

+7" 2+2.496" 0.000000

+79 +4+.4+07 0.000000+"0 +4+.4+07 0.000000

+"+ 226.2'7+ 0.000000

+"2 +"+."+37 0.000000

AN=LISIS DE LOS RESULTADOS:

D$ #*&$! # % !$%&"#% %$ # /"$'+;

• C' !$%)$*" # # )!+($!# ($"# $%"# %$ *&()+, # &$ $ #':+%+% !$#+# $' $LINGO + *( !$%&"#% 0 $' % #&$% $ #% #!+#/$% E1 #%"# #% E12. E%"+'+*# &$ # ($"# $ ' *'"!#"#! (:% $ )$!%'#% %$ *&()$.

• L# ($"#% 2 ' %$ *&()+, # &$ #!+% #!$% %#+$!' %&*+'$%.

E' #% %+&+$'"$% #!+#/$% %$ "+$'$ &' $7$*" $;

d+3 9.900000 0.000000d+4 '.000000 0.000000

d+' '.63'000 0.000000

d+7 4.37'46' 0.000000

d+9 '.03+7"' 0.000000

d2+ 4.0'4044 0.000000

d23 2.3"4732 0.000000

d26 3.+00+'2 0.000000

d2" +0.0'726 0.000000

d30 +0.00"02 0.000000

P! &$ #% ($"#% ' %$ *&()$' )#!# *## #!+#/$ %$$**+'##.

D13; $ 7#"#!' $ . &'+#$%D14; $ 7#" 5 &'+#$%

D15; $ 7#" 5.35 &'+#$%

D1; $ 7#" 4.3545 &'+#$%

D1; $ 7#" 5.0315 &'+#$%

D21; $ 7#" 4.05044 &'+#$%

D23; $ 7#" 2.3432 &'+#$%

D2; $ 7#" 3.100152 &'+#$%

D2; $ 7#" 10.052 &'+#$%D30; $ 7#" 10.0002 &'+#$%



• # )!+!+# 3 %$ *&()$ $ #! $ D3 $% *$!, $ $7$*" $ #% (*+#% $% *$! %$ *&()+ # )!+!+#, $% $*+!, &$ # *#'"+# $ (*+#% $% (#! # # *#'"+#$ (#$"#% $' # %$(#'# 12.

CONCLUSIONES;

X G!#*+#% # % !$%&"#% /"$'+% $' $ )!!#(# L+', &$ '% )$!(+"+ #'#+#! %!$%&"#% $ )#'"$#(+$'" $ #% #!+#/$% $ # $()!$%# P!"#, %$ )&$$ (+'+(+#! S

42.3.

X S$ )& *&()+! # ($"# 1 3 &$ %$ $%"#/$*+$!' *( )!)&$%"# $ ($6!# )#!# #$()!$%# P!"# S.A

X L# ($"# 2 ' %$ )& $#! # *&()+! )&$%" &$ "$'8#' &' (#!$' $ $7$*" $' $'($! $ &'+#$% $ '*$!#% # !$)'$!.



BIBLIOGRAFA;

X ILLIER, F!$$!+*= S. 2010 I'"!&**+' # # +'$%"+#*+' $ )$!#*+'$%. M><+*, D.F.;M*G!#Z+.

X INSTON, #'$ L. 2005 I'$%"+#*+' $ )$!#*+'$%; #)+*#*+'$% #!+"(%.[M><+*, D.F.\ ; T(%'.

X G&8# $ *&!% $ +'$%"+#*+' $ O)$!#*+'$% I

Trabajo Final Iop 20150 Mejorado

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Transcript of Trabajo Final Iop 20150 Mejorado