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Fig 1.

Graphs of incidence rate function.

(a) c ≥ 0; (b) .

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Fig 1 Expand

Fig 2.

The positive roots of f(I).

(a) ; (b) ; (c) ; (d) .

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Fig 2 Expand

Fig 3.

The bifurcation curves in (β, b) for system (5) when a ≠ 0.

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Fig 3 Expand

Fig 4.

Graph of h(I) with different signs of Δ1 when b1 < 0.

When I2 = Hm, I2 = HM or I2 = HM = Hm, Hopf bifurcation occurs. BT bifurcation of codimension 2 occurs when I* = Hm or I* = HM and BT bifurcation of codimension 3 occurs when I* = Hm = HM.

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Fig 4 Expand

Fig 5.

Graphs of Bifurcation curve in parameters plane (β, b) and the phase trajectory for system (5).

(a) Curve q(β, b) = 0. The green curve is supercritical Hopf bifurcation; The red curve is subcritical Hopf bifurcation. σ1 becomes 0 at the DH point. (b) Two limit cycles bifurcation from the weak focus E2.

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Fig 5 Expand

Fig 6.

The bifurcation diagram of BT of codimension 3.

(a) The parameter space and the trace of the bifurcation diagram on the S(ϵ1 ≤ 0); (b) The sign of the BT is positive if the coefficient of the term XY in the norm form is positive, otherwise it is negative [24].

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Fig 6 Expand

Fig 7.

The bifurcation diagram in plane (β, b).

There are two types of Bogdanov-Takens bifurcation, BT+ and BT. The green curve represents supercritical Hopf bifurcation, the red curve represents subcritical Hopf bifurcation. The blue dash (solid) curve represents saddle-node bifurcation (neutral saddle curve).

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Fig 7 Expand

Fig 8.

The phase diagram of system (5).

The blue curve represents unstable manifold, green curve represents stable manifold. (a) b = 0.1, β = 0.339; (b) b = 0.1, β = 0.340; (c) b = 0.1, β = 0.3415; (d) b = 0.18, β = 0.367; (e) b = 0.18, β = 0.3737; (f) b = 0.21, β = 0.3815; (g) b = 0.21, β = 0.4; (h) b = 0.1587, β = 0.3683. In the (b), there is an unstable limit cycle marked black curve near the epidemic equilibrium E2. In the (e) and (f), there is a stable limit cycle marked red curve. In the (h), we find that there are two limit cycle, the small one is unstable, the another one is stable.

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Fig 8 Expand

Fig 9.

Bifurcation diagram in (β, I) with different b.

The red dash(solid) represents unstable epidemic equilibrium(limit cycle). The blue curve represents stable epidemic equilibrium or limit cycle. (a) b = 0.145; (b) b = 0.14.

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Fig 9 Expand

Fig 10.

Bifurcation digram near the Bogdanov-Takens.

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Fig 11.

Phase portraits for parameters in different regions of Fig 10.

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Fig 12.

The curve q(β, b) = 0 with different values of a.

The blue curve, yellow curve, red curve and green curve are drawn according to a = 0, a = 0.5, a = 1 and a = 2 respectively.

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Fig 13.

Bifurcation in the plane (b, I) with different μ1.

β = 0.39, a = 0. (a) ; (b) ; (c) .

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Fig 14.

The bifurcation diagram of system (3) in parameters plane (β, b).

A = 3, d = 0.3, β = 0.5, c = 0.185, a = 0.2, μ1 = 3.1728627, μ0 = 1.5, .

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Fig 14 Expand

Fig 15.

The bifurcation diagram of system (3) in parameters plane (β, b).

A = 3, d = 0.3, β = 0.5, c = 0.1, a = 0.2, μ1 = 3.1728627, μ0 = 1.5, BT+(0.337066, 0.072821), BT(0.382572, 0.172627).

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Fig 15 Expand

Fig 16.

Phase portraits of system (3) in the plane (S, I) with different d.

A = 3, β = 0.375, α = 0.5, μ0 = 0.5, μ1 = 0.7, a = 0.7, b = 0.01, c = −1.65. (a) d = 1.49; (b) d = 1.483783; (c) d = 1.4. In case (a) (b) and (c), E1 is always a saddle and E0 is a stable node. E2 is a stable node in case (b) and (c), while it is a unstable node in case (a). There is an unstable limit cycle near E2 in case (b).

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