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2.4.8 Kullback-Leibler Divergence
2.4.8 Kullback-Leibler Divergence

... know limp→0 p log p = 0. However, when p ̸= 0 but q = 0, DKL (p||q) is defined as ∞. This means that if one event e is possible (i.e., p(e) > 0), and the other predicts it is absolutely impossible (i.e., q(e) = 0), then the two distributions are absolutely different. However, in practice, two distribu ...
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... a contradiction due to the fact that not all of the elements in Mermin’s square commute. Quantum Mechanical formalism and experiment agrees with (22) and not with (23) and thus (19) must be thrown out. Bell makes the good point that it may be overconstraining for the valuation to produce identical v ...
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Probability amplitude



In quantum mechanics, a probability amplitude is a complex number used in describing the behaviour of systems. The modulus squared of this quantity represents a probability or probability density.Probability amplitudes provide a relationship between the wave function (or, more generally, of a quantum state vector) of a system and the results of observations of that system, a link first proposed by Max Born. Interpretation of values of a wave function as the probability amplitude is a pillar of the Copenhagen interpretation of quantum mechanics. In fact, the properties of the space of wave functions were being used to make physical predictions (such as emissions from atoms being at certain discrete energies) before any physical interpretation of a particular function was offered. Born was awarded half of the 1954 Nobel Prize in Physics for this understanding (see #References), and the probability thus calculated is sometimes called the ""Born probability"". These probabilistic concepts, namely the probability density and quantum measurements, were vigorously contested at the time by the original physicists working on the theory, such as Schrödinger and Einstein. It is the source of the mysterious consequences and philosophical difficulties in the interpretations of quantum mechanics—topics that continue to be debated even today.
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