
--- HYBRID DETERMINISTIC MODEL ANALYSIS ---
Prodotto Marca  Prezzo  Scaffale  STOCK (y)  REST (r)  LOST (l)  PRIMARY DEMAND (x)  PREDICTED DEMAND (d)  SOST_RECEIVED
  Pasta  A     1.98          Alto     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     1.98         Basso     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     1.98         Occhi     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     2.58          Alto     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     2.58         Basso     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     2.58         Occhi     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     3.16          Alto     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     3.16         Basso      0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     3.16         Occhi     79.00      0.36     0.00       78.41               78.41                0.24          
  Pasta  A     2.98          Alto     58.00      0.00     0.00       57.87               57.87                0.13          
  Pasta  A     2.98         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
  Pasta  A     2.98         Occhi     88.00      0.00     0.00       87.80               87.80                0.20          
  Pasta  A     2.98          Alto     72.00      0.00     0.00       71.80               71.80                0.20          
  Pasta  A     2.98         Basso     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  A     2.98         Occhi    109.00      0.18     0.00      108.53              108.53                0.29          
   Riso  A     5.38          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  A     5.38         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  A     5.38         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  A     2.69          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  A     2.69         Basso      0.00      0.00     0.00        0.00                0.00                0.00          
   Riso  A     2.69         Occhi     -0.00      0.00     0.00        0.00                0.00                0.00          
Gnocchi  A     3.40          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  A     3.40         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  A     3.40         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  A     5.98          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  A     5.98         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  A     5.98         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  A     4.70          Alto      8.00      0.72     0.00        7.28                7.28                0.00          
Gnocchi  A     4.70         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  A     4.70         Occhi     10.00      0.42     0.00        9.58                9.58                0.00          
  Pasta  B     1.30          Alto     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  B     1.30         Basso     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  B     1.30         Occhi      0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  B     0.89          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
  Pasta  B     0.89         Basso      3.00      0.00     7.13        3.00               11.64                0.00          
  Pasta  B     0.89         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  B     2.79          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  B     2.79         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  B     2.79         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  B     1.99          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  B     1.99         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  B     1.99         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  B     3.69          Alto      0.00      0.00     0.00        0.00                0.00                0.00          
   Riso  B     3.69         Basso     14.00      0.02     0.00       13.98               13.98                0.00          
   Riso  B     3.69         Occhi      0.00      0.00     0.00        0.00                0.00                0.00          
   Riso  B     3.48          Alto     19.00      0.03     0.00       18.97               18.97                0.00          
   Riso  B     3.48         Basso      0.00      0.00     0.00        0.00                0.00                0.00          
   Riso  B     3.48         Occhi     33.00      0.18     0.00       32.82               32.82                0.00          
   Riso  B     2.82          Alto     39.00      0.09     0.00       38.91               38.91                0.00          
   Riso  B     2.82         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  B     2.82         Occhi     65.00      0.00     0.00       64.96               64.96                0.04          
Gnocchi  B     2.78          Alto     45.00      0.46     0.00       44.54               44.54                0.00          
Gnocchi  B     2.78         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  B     2.78         Occhi     72.00      0.00     0.22       71.98               72.26                0.02          
Gnocchi  B     1.10          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  B     1.10         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  B     1.10         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
  Pasta  C     5.38          Alto     18.00      0.25     0.00       17.75               17.75                0.00          
  Pasta  C     5.38         Basso      0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  C     5.38         Occhi     25.00      0.00     0.25       25.00               25.33                0.00          
  Pasta  C     3.98          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
  Pasta  C     3.98         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
  Pasta  C     3.98         Occhi     74.00      0.26     0.00       73.53               73.53                0.21          
  Pasta  C     3.18          Alto      0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  C     3.18         Basso     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  C     3.18         Occhi     -0.00      0.00     0.00        0.00                0.00                0.00          
   Riso  C     4.59          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     4.59         Basso     18.00      0.36     0.00       17.64               17.64                0.00          
   Riso  C     4.59         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     4.49          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     4.49         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     4.49         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     4.45          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     4.45         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     4.45         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     5.30          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  C     5.30         Basso     11.00      0.00     0.29       11.00               11.37                0.00          
   Riso  C     5.30         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  C     7.23          Alto      2.00      0.13     0.00        1.87                1.87                0.00          
Gnocchi  C     7.23         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  C     7.23         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  C     7.48          Alto      0.00      0.00     0.00        0.00                0.00                0.00          
Gnocchi  C     7.48         Basso      2.00      0.31     0.00        1.69                1.69                0.00          
Gnocchi  C     7.48         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  C     7.40          Alto      2.00      0.25     0.00        1.75                1.75                0.00          
Gnocchi  C     7.40         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  C     7.40         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
  Pasta  D     3.18          Alto     68.00      0.00     0.00       67.82               67.82                0.18          
  Pasta  D     3.18         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
  Pasta  D     3.18         Occhi     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  D     2.98          Alto     97.00      0.08     0.00       96.68               96.68                0.24          
  Pasta  D     2.98         Basso     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  D     2.98         Occhi     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  D     2.38          Alto     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  D     2.38         Basso     -0.00      0.00     0.00        0.00                0.00                0.00          
  Pasta  D     2.38         Occhi     -0.00      0.00     0.00        0.00                0.00                0.00          
   Riso  D     5.99          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  D     5.99         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  D     5.99         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  D     4.08          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  D     4.08         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
   Riso  D     4.08         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  D     2.90          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  D     2.90         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  D     2.90         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  D     4.96          Alto     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  D     4.96         Basso      1.00      0.62     0.00        0.38                0.38                0.00          
Gnocchi  D     4.96         Occhi     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  D     5.50          Alto      6.00      0.17     0.00        5.83                5.83                0.00          
Gnocchi  D     5.50         Basso     -0.00     -0.00     0.00        0.00                0.00                0.00          
Gnocchi  D     5.50         Occhi      8.00      0.00     0.08        8.00                8.11                0.00          

============================================================
Hybrid Deterministic System Performance
============================================================
Total Stock Allocated (tot_y):           1046.00 unit�
Total Lost Sales:                        7.97 unit�
Optimal Profit (Objective Value):        705.65 �
Total Predicted Market Demand:           1049.09 unit�
Total actual mean Demand:                1558.18 unit�
Client No-Buy (a priori):                106.85
Lost Market Share (a priori) (%):        6.86%
Total Lost Market Share (%):             7.37%
Optimal Profit (Objective Value):        705.65 �
Number of products in the assortment:    28
INDICES VECTOR IN THE ASSORTMENT: [8, 9, 11, 12, 14, 27, 29, 34, 43, 45, 47, 48, 50, 51, 53, 57, 59, 62, 67, 76, 78, 82, 84, 87, 90, 106, 108, 110]
SERVICE LEVEL SLACK VARIABLE: 0.00
Gurobi Execution Time (Runtime):         9181.6390 secondi

DETAILED SUBSTITUTIONS:
- [ 34] Pasta           --> [  8] Pasta          : 0.21 unit�
- [ 34] Pasta           --> [  9] Pasta          : 0.11 unit�
- [ 34] Pasta           --> [ 11] Pasta          : 0.17 unit�
- [ 34] Pasta           --> [ 12] Pasta          : 0.18 unit�
- [ 34] Pasta           --> [ 14] Pasta          : 0.26 unit�
- [ 34] Pasta           --> [ 50] Riso           : 0.02 unit�
- [ 34] Pasta           --> [ 62] Pasta          : 0.19 unit�
- [ 34] Pasta           --> [ 87] Pasta          : 0.16 unit�
- [ 34] Pasta           --> [ 90] Pasta          : 0.21 unit�
- [ 76] Riso            --> [ 14] Pasta          : 0.01 unit�
