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
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.