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Turing complete computer implemented machine learning method and system

  • US 5,946,674 A
  • Filed: 06/29/1998
  • Issued: 08/31/1999
  • Est. Priority Date: 07/12/1996
  • Status: Expired due to Fees
First Claim
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1. A programmed Turing complete computer including a memory for storing an indirectly executable computer program and a processor for executing the program, the program including:

  • a first instruction that points to and designates machine code stored in the memory as data;

    a second instruction that points to and designates machine code stored in the memory as directly executable machine code;

    a third instruction that alters machine code pointed to by the first instruction; and

    a fourth instruction that executes machine code pointed to by the second instruction; and

    the processor, memory and program operating in combination for learning by performing the steps of;

    (a) creating and storing a plurality of machine code entities, each including a directly executable instruction which includes run time data in the memory;

    (b) for at least one of the entities, performing the substeps of;

    (b1) executing the second instruction to point to the entity; and

    (b2) executing the fourth instruction using input data to produce a result; and

    (b3) evaluating the result;

    (c) for at least one of the entities, performing the substeps of;

    (c1) executing the first instruction to point to the entity; and

    (c2) executing the third instruction to alter the entity using an alteration algorithm to include a different directly executable instruction; and

    (d) repeating steps (b) and (c) until an end criterion based on the evaluation in step (b3) is reached.

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