System design learning device, system design learning method, and recording medium

A system design learning method comprising:

• performing, with respect to a design target system whose system requirement is shown, system design in which application of a conversion rule to a component of the design target system is iterated until a design result of the system design is obtained;
• determining an evaluation value for the system design based on the design result;
• determining an evaluation value related to conversion of each component in the system design based on the evaluation value for the system design;
• and
• learning about selection of a component to which the conversion rule is applied based on learning data including the evaluation value related to the conversion of each component,
• wherein the learning comprises performing learning of a component evaluation model using the learning data, the component evaluation model being a model that, in response to an input of the system requirement, outputs an evaluation value of each component shown in the system requirement, and
• wherein the performing learning of the component evaluation model comprises updating a parameter value of the component evaluation model so that an evaluation value output by the component evaluation model is close to the evaluation value included in the learning data.

A non-transitory computer-readable recording medium that stores a program for causing a computer to:

• perform, with respect to a design target system whose system requirement is shown, system design in which application of a conversion rule to a component of the design target system is iterated until a design result of the system design is obtained;
• determine an evaluation value for the system design based on the design result;
• determine an evaluation value related to conversion of each component in the system design based on the evaluation value for the system design;
• and
• perform learning about selection of a component to which the conversion rule is applied based on learning data including the evaluation value related to the conversion of each component,
• wherein the learning comprises performing learning of a component evaluation model using the learning data, the component evaluation model being a model that, in response to an input of the system requirement, outputs an evaluation value of each component shown in the system requirement, and
• wherein the performing learning of the component evaluation model comprises updating a parameter value of the component evaluation model so that an evaluation value output by the component evaluation model is close to the evaluation value included in the learning data.