TY - JOUR
T1 - On the existence of weak variational solutions to stochastic differential equations
AU - Gawarecki, Leszek
AU - Mandrekar, Vidyadhar
PY - 2010/3/1
Y1 - 2010/3/1
N2 - We study the existence of weak variational solutions in a Gelfand triplet of real separable Hilbert spaces, under continuity, growth, and coercivity conditions on the coefficients of the stochastic differential equation. The laws of finite dimensional approximations are proved to weakly converge to the limit which is identified as a weak solution. The solution is an H– valued continuous process in L2 (Ω, C([0, T], H)) ∩ L2([0, T] × Ω, V ). Under the assumption of monotonicity the solution is strong and unique.
AB - We study the existence of weak variational solutions in a Gelfand triplet of real separable Hilbert spaces, under continuity, growth, and coercivity conditions on the coefficients of the stochastic differential equation. The laws of finite dimensional approximations are proved to weakly converge to the limit which is identified as a weak solution. The solution is an H– valued continuous process in L2 (Ω, C([0, T], H)) ∩ L2([0, T] × Ω, V ). Under the assumption of monotonicity the solution is strong and unique.
KW - Stochastic PDE’s
KW - infinite dimensional SDE’s
KW - weak variational solutions
KW - coercivity
KW - monotonicity
KW - Gelfand triplet
UR - https://digitalcommons.kettering.edu/mathematics_facultypubs/1
UR - https://digitalcommons.lsu.edu/cosa/vol4/iss1/2/
U2 - 10.31390/cosa.4.1.02
DO - 10.31390/cosa.4.1.02
M3 - Article
VL - 4
JO - Communications on Stochastic Analysis (COSA)
JF - Communications on Stochastic Analysis (COSA)
ER -