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Let be a code of vectors whose components consist of ones and zeros. The vectors are transmitted with equal probability over the asymmetric channel whose error probabilities for transmitted zeros and ones equal respectively and (such channels arise in optical communication). The problem of determining for fixed values of the parameters those codes which achieve minimum error probability is studied. The problem is solved for . Partial results are obtained for all .