AUTOMATED INTERACTIVE MULTI-OBJECTIVE OPTIMIZATION-BASED SYSTEMS DESIGN TOOL

Patent №

US 8,639,481

Granted

2014-01-28

Filed 2010

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12916549

A method of interactively achieving a Pareto-optimal design of systems is provided herein. The method includes the following stages: generating a system model containing elements that are associated with design parameters and design alternatives, as well as directives for calculating the system's measures of effectiveness (being the optimization objectives); exploring a plurality of design configurations all satisfying specified system constraints, meeting a Pareto optimal condition over the objective space, and representing different areas of the design and objective spaces; presenting a user with the determined set of design configurations; allowing the user to choose a range of interest, and repeating the exploring and presenting stages, wherein in each repetition, the exploring is carried out within a smaller sub-range, until the user makes a final selection of a design configuration.

AI classification

Evolutionary computation1.00
Planning1.00
Knowledge representation0.98
AI hardware0.62
Machine learning0.22
Vision0.00
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 252230256

Assignors

DOTAN, DOLEV, FISHER, AMIT, MASIN, MICHAEL, WASSERKRUG, SEGEV

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

From the same owner

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