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1. Introduction We are going to investigate the equation ut(t, x ... - ICMS

1. Introduction We are going to investigate the equation ut(t, x ... - ICMS

1. Introduction We are going to investigate the equation ut(t, x ... - ICMS

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2mean a function u(t), t ∈ R, taking values in <strong>the</strong> set of generalized functions on R dsuch that, for any t, s ∈ R satisfying t ≥ s and test function ϕ ∈ C ∞ 0 (R d ),wehave(u(t),ϕ)=(u(s),ϕ)+∫ ts[a ij (r)(u(r),ϕ xi xj)+(f(r),ϕ)] dr.The emphasis is on proving solvability in function spaces of Sobolev type with differentpowers of summability p and q with respect <strong>to</strong> x and t. This issue arose from <strong>the</strong> <strong>the</strong>oryof s<strong>to</strong>chastic partial differential <strong>equation</strong>s in domains in Sobolev spaces with weightsand it turns o<strong>ut</strong> that, in this <strong>the</strong>ory, <strong>the</strong> spaces with weights <strong>are</strong> <strong>the</strong> only reasonableones where <strong>to</strong> look for sol<strong>ut</strong>ions <strong>to</strong> <strong>equation</strong>s in domains. To illustrate this necessityconsideru t = u xx in R 2 + with u(0,x)=0,u(t, 0) = g(t),where g is a bounded nondifferentiable function. Thenu xx cannot be continuous sinceo<strong>the</strong>rwise0=u(t, 0) − u(0, 0) = g(t) − g(0) =∫ t0u xx (s, 0) ds.This <strong>equation</strong> arrises from <strong>the</strong> SPDEu(t, x) − u(0,x)=∫ t0u xx (s, x) ds + w t ,where w t is a one-dimensional Wiener process. Hence comes <strong>the</strong> need of weights.

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