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Fixed point-based stability analysis of climate and Langevin models

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PLOS One Fixed point-based stability analysis of climate and Langevin models Now, utilizing (26), (25) and the above presumptions (m1) - (m2) |Bx1ˆt – Bx2ˆt| Vx0ˆt  S t 0 gˆtKˆs, tds – x0ˆt – S t 0 gˆsKˆs, tdsV VS t 0 Kˆt, sˆgˆt – gˆsdsV ≤ Mbˆs, t – 𝜑ˆMbˆs, t ˆt – s S t 0 Kˆt, sds ≤ Mbˆs, t – 𝜑ˆMbˆs, t ˆt – s ˆt – s. Further, |Bx1ˆt – Bx2ˆt| ≤ Mbˆs, t – 𝜑ˆMbˆs, t. Hence, dmˆBx1ˆt, Bx2ˆt ≤ Mbˆs, t – 𝜑ˆMbˆs, t. (27) Define 𝜓  0, ∞ 0, ∞ by 𝜓ˆ𝔓 𝔓. 𝜓ˆdmˆBx1ˆt, Bx2ˆt ≤ 𝜓ˆMbˆs, t – 𝜑ˆMbˆs, t Therefore, all the necessities of Theorem 2.5 hold true. So, the Eq (18) will have a Uni-Sol and consequently will be stable. j Example 4.1. Let the integral equation: xˆt S t 0 Kˆt, sgˆs ds  x0, where the Green’s function K(t,s) for 𝛽 2 is defined as Kˆt, s ¢¨¨ ¦ ¨¨¤ e–2ˆt–s, t ≥ s, 0, t @ s. Let gˆs sinˆs, and x0 ∈ ℝ. Then the equation becomes: xˆt S t 0 e–2ˆt–s sinˆs ds  x0. Define 𝔐 Cˆ0, T, ℝ, the space of real-valued functions with no discontinuity on [0,T], endowed with the metric: dmˆu, v sup t∈0,T |uˆt – vˆt|. Define the operator B  𝔐 𝔐 by ˆBxˆt S t 0 e–2ˆt–s sinˆs ds  x0. PLOS One https://doi.org/10.1371/journal.pone.0327488 July 3, 2025 16/ 18