ACCELERATING THE SHORTEST PATH PROBLEM

Patent №

US 7,457,286

Granted

2008-11-25

Filed 2003

Owner

APPLIED MICRO CIRCUITS CORPORATION

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10404970

The solution to the shortest path between a source node and multiple destination nodes is accelerated using a grouping of nodes, where the nodes are grouped based on distance from the source node, and a corresponding set of memory locations that indicate when a group includes one or more nodes. The memory locations can be quickly searched to determine the group that represents the shortest distance from the source node and that includes one or more nodes. Nodes may be grouped into additional groupings that do not correspond to the set of memory locations, when the distance from the source node to the nodes exceeds the range of memory locations. Advantageously, the disclosed system and method provide the ability to reach asymptotically optimal performance.

Machine learningKnowledge representationPlanningH04L 45/742H04L 45/12H04L 45/122H04L 45/46

AI classification

Planning0.84
Machine learning0.81
Knowledge representation0.74
Evolutionary computation0.20
AI hardware0.00
Vision0.00
Natural language0.00
Speech0.00

Ownership

APPLIED MICRO CIRCUITS CORPORATION

assignment · 141010965

Assignors

ALEXANDER, JR., CEDELL A.

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

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