METHOD AND APPARATUS FOR PREFORMING MUTATIONS IN A GENETIC ALGORITHM-BASED UNDERWATER TARGET TRACKING SYSTEM

Patent №

US 5,777,948

Granted

1998-07-07

Filed 1996

Owner

UNITED STATES OF AMERICA, THE, AS REPRESENTED BY THE SECRETARY OF THE NAVY

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08747469

A method for performing mutations in a genetic algorithm-based underwater oustic contact tracking system includes the steps of: (i) providing an initially ordered list of bit numbers; (ii) selecting a random number from a uniform distribution of numbers; (iii) performing an inverse mapping of the selected random number via a binomial distribution, to determine a number of bits to mutate; (iv) determining if mutation is to be performed; (v) selecting particular bits to mutate; (vi) complementing selected bits; and (vii) outputting mutated contact state variables. The invention further contemplates a system for performing the above method.

AI classification

Machine learning1.00
Evolutionary computation1.00
AI hardware0.93
Planning0.62
Vision0.07
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

UNITED STATES OF AMERICA, THE, AS REPRESENTED BY THE SECRETARY OF THE NAVY

assignment · 82870661

Assignors

FERKINHOFF, DAVID J., BAYLOG, JOHN G.

On an employer assignment, the assignors are typically the inventors.

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