Patent US 7,577,935

Patent №

US 7,577,935

Granted

Owner

Lab

AI components

5

ml · nlp · kr · evo · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

11045928

A system and method may employ focused grammars to facilitate automated generation of computer programs. Such implementation of focused grammars enables a new form of symbolic regression referred to as generative programming or automated programming. The search through the space of possible programs may be guided by a streak search method in accordance with which identified candidate programs that improve on the current streak may be used to create focused grammars for directing an additional localized search. In some embodiments, candidate programs are generated by randomly traversing focused grammars from the starting rule, and subsequently through the grammars, until a complete candidate program parse tree has been constructed. Candidate programs may then be executed, for example, by an evaluator, which may employ an interpreter adapted for use in conjunction with a Stack Manipulation Language or other interpreted language.

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.97
Evolutionary computation0.75
Vision0.04
Planning0.00
Speech0.00
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