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16.6 SOME APPLICATIONS OF INTEREST                          331

                    1.2                                          1.2
                     1                                            1

                    0.8                                          0.8
                   f−(x)  0.6                                   f+(x)  0.6
                    0.4                                          0.4

                    0.2                                          0.2
                     0                                            0
                     0            0.5          1           1.5    0            0.5           1           1.5
                                         x                                            x
                  (A)                                          (B)

                   1.2
                                                                  1
                                d = 0.1
                    1
                                                                 0.5
                   0.8
                                d =1
                   s (x)  0.6   d =10                           r(x)  0
                   0.4
                                                                −0.5
                   0.2
                                                                 −1
                    0
                     0   0.2  0.4  0.6  0.8  1  1.2  1.4  1.6  1.8  2  0       0.5           1           1.5
                                         x                                            x
                  (C)                                          (D)
                                              1.2
                                               1
                                              0.8
                                            g(x)  0.6

                                              0.4
                                              0.2

                                               0
                                                0  0.5  1  1.5  2  2.5  3  3.5  4  4.5  5
                                           (E)                     x
           FIG. 16.4  Different activation functions for phenomenological models. (A) ϕ   function. (B) ϕ + function. (C) σ   function. (D) ρ function.
           (E) r function.


              Fig. 16.4 shows functions ϕ   , ϕ + , ρ, and r for β ¼ 1.0 (for both ϕ   , ϕ + , and σ   ), δ ¼ 0.1, 1, 10, α ¼ 1, and K ¼ 0.1. It is
           clear that these functions try to model cell adaptation to the environment. In principle, to define these functions, six
           parameters are needed (θ 1 , θ 2 , θ 3 , δ, C, and K) but due to the “go or grow” assumption, it is assumed that θ 1 ¼ θ 2 ¼ O so
                                                                                                              ∗
                                                                                                              2
           finally:
                                                          β 1  ¼ O ∗ 2
                                                          β   ¼ O ∗
                                                           2     2
                                                          β   ¼ O d
                                                           3     2
                                                          δ   ¼ δO 2
                                                          α   ¼ C sat
                                                          K   ¼ O K                                       (16.108)
                                                                 2
           The entire set of parameters is listed in Table 16.1, where the bibliographic source of each parameter is also
           included.





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