Bayesian Search Theory - Mathematics

Mathematics

Suppose a grid square has a probability p of containing the wreck and that the probability of successfully detecting the wreck if it is there is q. If the square is searched and no wreck is found, then, by Bayes' theorem, the revised probability of the wreck being in the square is given by

For each other grid square, if its prior probability is r, its posterior probability is given by


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