METHOD AND APPARATUS FOR ESTIMATING DURATIONS FO ACTIVITIES IN FORMING A CURRENT SYSTEM, BASED ON PAST DURATIONS OF ACTIVITIES IN FORMING PAST SYSTEMS

Patent №

US 5,798,950

Granted

1998-08-25

Filed 1996

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08741733

Durations of activities in forming a system (the "current system") are estimated, using data including i) durations of first activities and scores for a number of previously formed systems (the "past systems"), ii) scores for the current system, and iii) a model defining a relationship between duration of the first activities and such scores. A factor for the model is computed in response to the first activities and scores for the past systems. An expected duration for first activities of the current system is computed in response to the computed factor and the scores for the current system. The scores for such systems are generated by defining and scoring subsystems for the system and combining the scores of the subsystems. Scoring further includes identifying risks having a potential impact on duration of the activities and assigning weights to the risks; identifying a number of possible conditions ("PC's") relating to the risks, associating degrees of the risks with the PC's, such as by ranking the PC's; defining a relation between an expected condition ("EC") and the PC's; and computing a score in response to the EC's, relations between EC's and PC's, the degrees of risks associated with the PC's, such as may be defined by the rank of the PC's and the weights of the risks.

AI classification

Planning1.00
Machine learning1.00
Knowledge representation1.00
Evolutionary computation0.07
AI hardware0.02
Vision0.00
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 82980046

Assignors

FITZGERALD, JOSEPH M.

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

From the same owner

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