For zero cash interest, constant excess drift , volatility , and both terminal and consumption utility , set and assume belongs to the image of a linear map . Let be the Moore-Penrose inverse and . Then , , so for , and for . The Hamilton-Jacobi-Bellman equation has the displayed solution. Maximizing dollar investment and consumption are and . The resulting positive portfolio wealth is a geometric Brownian motion with a deterministic time-dependent drift, and finite-horizon moment bounds justify equality in verification.

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