Page 204 - AI Ver 3.0 class 10_Flipbook
P. 204

W , ensuring the decision leans towards playing Cricket unless they are certain the ground is small. Conversely,
                B
              someone less inclined towards physical activities might assign a higher value to W , prioritising a game like Tambola
                                                                                        B
              regardless of the size of the picnic spot. In the example below, we set W  to 4 to reflect a cautious approach in
                                                                                  B
              decision-making.


                                                       Perceptron: Go for Picnic


                          Should I bring a cricket kit?


                                                            3.5
                        Should I bring a Tambola game            Weighted         Activation
                                   to play?               2.5       Sum            Function       Output


                                                         1.5        ∑                               Y
                        Will there be big playground to
                                 play Cricket?
                                                         1.0
                                                                                    4.0
                       Will there be food outlets nearby?                                             B




              The values of the weight can be anything and there is no right or wrong answer to it. However, whether they are
              playing Cricket or Tambola will be determined by values that are chosen. This is the reason why everyone gets
              different decisions, even though the situation/conditions are the same for everyone.

              Scenario 1: In reality the ground is big, there are no food outlets around the place, we have the cricket kit and
              we do not have tambola so, we assign YES or NO to the factors. We can convert the YES to 1 and NO to 0, and for
              bias, we always take 1.

                                                        Perceptron: Go for Picnic

                                                                                                            YES(1)
                     Should I bring a cricket kit?


                                                  3.5
                                                                                                    12 I N G O O
                                                                                                  B  B I N G
                                                                                                    B I N G O
                                                                                                  12  12 8  8 28  8 28 15  28 15 2  15 2
                      Should I bring a Tambola         Weighted       Activation                 60 67 60 67 39 26 9  9
                                                                                                   24 39 26
                                                                                                   60 67 39 26 9
                                                                                                     FLAT 47 63
                                                                                                    FLAT
                                                                                                  24  24 1 11  11  11 BACKGROUND47 63  1  NO(0)
                                                                                                    FLAT
                                                                                                     BINGO
                                                                                                    BINGO
                                                                                                    BINGO
                                                                                                    BACKGROUND
                                                                                                     BACKGROUND 47 62
                                                                                                  1 48 38 22
                          game to play?         2.5      Sum           Function     Output        1 www.bingobackground.com 54 48 38 22 5  77 5
                                                                                                   48 38 22 5
                                                                                                     13 13 77
                                                                                                  26 54 62
                                                                                                  26 54 62 62 13
                                                                                                  26
                                                                                                  www.bingobackground.com
                                                                                                  www.bingobackground.com  77
                                                1.5       ∑                           Y
                    Will there be big playground
                                                                                                            YES(1)
                          to play cricket?
                                                1.0
                                                                        4.0
                      Will there be food outlets                                        B                   NO(0)
                             nearby?
                                                               Scenario 1             YES(1)
                    202     Touchpad Artificial Intelligence (Ver. 3.0)-X
   199   200   201   202   203   204   205   206   207   208   209