RESOURCE ASSIGNMENT AND SCHEDULING SYSTEM

Patent №

US 5,943,652

Granted

1999-08-24

Filed 1997

Owner

3M INNOVATIVE PROPERTIES COMPANY

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08844087

A system and method for assigning and scheduling resource requests to resource providers use a modified "best-first" search technique that combines optimization, artificial intelligence, and constraint-processing to arrive at near-optimal assignment and scheduling solutions. In response to changes in a dynamic resource environment, potential changes to an existing assignment set are evaluated in a search for a better solution. New calls are assigned and scheduled as they are received, and the assignment set is readjusted as the field service environment changes, resulting in global optimization. Each search operation is in response to either an incremental change to the assignment set such as adding a new resource request, removing a pending resource request, reassigning a pending resource request, or to a request for further evaluation. Thus, the search technique assumes that the existing assignment set is already optimized, and limits the task only to evaluating the effects of the incremental change. In addition, each search operation produces a complete assignment and scheduling solution. Consequently, the search can be terminated to accept the best solution generated so far, making the technique an "anytime" search.

Machine learningKnowledge representationPlanningAI hardwareG06Q 10/06G06Q 10/063116G06Q 10/06312G06Q 10/06314G06Q 10/06315G06Q 10/06316G06Q 10/1097

AI classification

Knowledge representation1.00
Machine learning0.99
Planning0.98
AI hardware0.68
Evolutionary computation0.03
Natural language0.01
Vision0.01
Speech0.00

Ownership

3M INNOVATIVE PROPERTIES COMPANY

assignment · 99820318

Assignors

MINNESOTA MINING AND MANUFACTURING

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

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