Shannon
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The asymptotic equipartition property (AEP) states that for a stationary ergodic source, as the sequence length n tends to infinity, the probability of occurrence of a typical sequence is approximately 2^{-nH}, where H is the source entropy.
Rate-distortion theory was established by Shannon in 1959, studying the minimum coding rate required to describe a source under a permitted level of distortion.
In his seminal 1948 paper, Shannon noted that closed-loop self-referential systems will ultimately converge to a degenerate low-entropy state in the absence of an external correction signal.
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The asymptotic equipartition property (AEP) states that for a stationary ergodic source, as the sequence length n tends to infinity, the probability of occurrence of a typical sequence is approximately 2^{-nH}, where H is the source entropy.
50%UnverifiedRate-distortion theory was established by Shannon in 1959, studying the minimum coding rate required to describe a source under a permitted level of distortion.
50%UnverifiedIn his seminal 1948 paper, Shannon noted that closed-loop self-referential systems will ultimately converge to a degenerate low-entropy state in the absence of an external correction signal.
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