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In this paper, entropy of a two-dimensional electron gas as a function of the complex shaped quantum well parameters and band gap are studied. We use the Kane model in a two-band approximation. It has been shown that an increase in the quantum well depth leads to the strong localization of conduction electrons and hence to decrease in entropy. Entropy of two-dimensional electron gas drops with the band gap increasing.