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Abstract

A system is provided for determining the rule or set of rules which govern the generation of a string of integers so as to ascertain the nature of the data represented by the string of integers, with the integer generation rule permitting genetic code determinations, optimization of communication channels through received signal analysis, curve fitting and determination of integer coding. For the analysis, means are provided to generate strings of integers from trial programs that are optionally derived from sequences of binary numbers. Error coefficients are derived when the integer strings generated by the trial programs are compared to the initial integer string. Means are provided to select a reduced set of trial programs based on the derived error coefficients, with the process of selection of trial programs being iterated until a single trial program is selected as the best trial program. This best trial program then specifies the most likely rule responsible for the generation of the initial strings of integers. The decoding system uses no a priori knowledge in the selection process, with the system providing automatic generation of algorithms instead of inaccurate fit functions. In one embodiment, the Subject System is implemented in a low-level binary representation, which is fast and easy to implement in hardware.

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First Claim