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The idea is to weigh up the likely delays on different routes so that a driver will be able to state with a high degree of confidence the probability of arriving on time, says John Holland, boss of Journey Dynamics.
In this article, we consider the following optimality criterion: maximizing the probability of arriving on time at a destination given a departure time and a time budget.
This paper addresses the problem of finding reliable a priori shortest path to maximize the probability of arriving on time in a stochastic and time-dependent network.
For each state s j, α j (t) stores the probability of arriving in that state having observed the observation sequence up until time t.
Thus, the probability of arriving under selection at the ATG sequence would be equal to one in 12 (1/4 + 4 + 4).
The first observation is that increasing the dropping probability of arriving batches increases slightly the overall and at the same time reduces significantly the blocking probability.
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To determine the fate of those individuals not arriving at the Iberian coast, we also examined the probabilities of arriving to the east, of perishing over the Atlantic Ocean (hereafter: perishing at sea), and of remaining on land and failing to arrive anywhere along the Mediterranean coast by 1 November (hereafter: failing to arrive by November).
For γ arriving tags in which the IDs are uniformly distributed from all combinations of queries, the probability of x arriving tags among γ arriving tags interrogated by a query is γ x 1 n x 1 − 1 n γ − x.
Therefore, the probability of γ arriving tags among α arriving tags responding in the first phase is α γ P 1 P r γ 1 − P 1 P r α − γ.
Therefore, the probability of x arriving tags among α − γ arriving tags interrogated by a query is α − γ x 1 N ^ 2 x 1 − 1 N ^ 2 α − γ − x.
Using the IBM, we determined for all three airborne behaviors the effect of maximal tolerances for drift angle (hereafter: drift tolerance) and transport cost (hereafter: transport cost tolerance) on the probability of successfully arriving at the Iberian coast (hereafter: arrival probability) and on migration speed (km d-1 including stopovers).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com