METHOD FOR SOLVING COMBINATORAL OPTIMIZATION PROBLEMS

Patent №

US 8,073,797

Granted

2011-12-06

Filed 2008

Owner

UNITED STATES OF AMERICA, THE

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12287157

A method for solving a combinatorial optimization problem and applying the solutions to routing as employed in naval convoying and other transit point scheduling. The method involves isolating a plurality of vertices into open-ended zones with lengthwise boundaries. In each zone, a minimum length Hamiltonian path is found for each combination of boundary vertices, leading to an approximation for the minimum-length Hamiltonian Cycle. The method discloses that when the boundaries create zones with boundary vertices confined to the adjacent zones, the sets of candidate HPs are found by advancing one zone at a time, considering only the vertices in the zone in question (with embedded HPs from previous zones) and an adjacent zone in the direction of progression. Determination of the optimal Hamiltonin paths for subsequent zones has the effect of filtering out non-optimal Hamiltonian paths from earlier zones.

AI classification

Planning1.00
AI hardware0.87
Machine learning0.74
Knowledge representation0.08
Vision0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

UNITED STATES OF AMERICA, THE

assignment · 218250171

Assignors

RUFFA, ANTHONY A.

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

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