For that, you can replace Kolmogorov complexity with Levin complexity, which penalizes the Kolmogorov complexity by adding the log of the execution time.
Since sufficiently advanced Turing machines are all equivalent up to a multiplicative factor, Levin complexity is defined up to a constant, as is Kolmogorov complexity.
Since sufficiently advanced Turing machines are all equivalent up to a multiplicative factor, Levin complexity is defined up to a constant, as is Kolmogorov complexity.