GENERATIVE GROUP-BASED MEAL PLANNING SYSTEM AND METHOD

Patent №

US 10,373,522

Granted

2019-08-06

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14988357

Embodiments provide a generative group-based meal planning system and method for the creation of candidate meal plans based upon a pre-selected list of ingredients. The meal planning system can create parent meal plans based upon one or more recipes having one or more of the pre-selected ingredients. Child meal plans can be created by the random crossing of the recipes contained in the parent meal plans. The child meal plans can be scored against a genetic algorithm, such as a fitness function, which takes into consideration cost of ingredients, waste, flavor compatibility, preparation time, and ingredient shelf life. The meal planning system can utilize a cognitive system with natural language processing abilities to generate new recipes based off of waste or flavor compatibility. The child meal plans having the highest fitness score can be used as the parent meal plans in the next iteration of analysis. After a pre-determined number of iterations, a candidate meal plan can be output by the system.

AI classification

Evolutionary computation1.00
Machine learning1.00
Natural language1.00
AI hardware1.00
Planning0.96
Knowledge representation0.50
Vision0.02
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 374120955

Assignors

BYRON, DONNA K., DIMASCIO, CARMINE M., PINEL, FLORIAN, WINKLER, TIMOTHY P.

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

From the same owner

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