Machine learning method, information processing device, computer program product, and additive manufacturing monitoring system

An information processing device to determine an operation of an additive manufacturing apparatus, the information processing device comprising:

• one or more processors that function as:
• a calculator that calculates output information from each of items of input information;
• a determiner that determines on the basis of the output information and answer information whether the output information is correct or incorrect, the answer information being set to each of the items of input information;
• a changer that changes a ratio of first input information and second input information to be input to the calculator, in accordance with a ratio of the output information determined to be correct, the first input information and the second input information being included in the items of input information, the first input information corresponding to the output information determined to be incorrect;
• a selector that selects the output information from each of the first input information and the second input information;
• a changer that changes the calculator based on the output information;
• and
• a manufacturing controller that causes the additive manufacturing apparatus to stop the additive manufacturing in accordance with the output information, while the additive manufacturing apparatus additively manufactures an object.

A computer program product including programmed instructions to determine an operation of an additive manufacturing apparatus, the instructions embodied in and stored on a non-transitory computer readable medium, wherein the instructions, when executed by a computer, cause the computer to perform:

• causing a calculator to calculate output information from each of items of input information;
• determining on the basis of the output information and answer information whether the output information is correct or incorrect, the answer information being set to each of the items of input information;
• changing a ratio of first input information and second input information to be input to the calculator, in accordance with a ratio of the output information determined to be correct, the first input information and the second input information being included in the items of input information, the first input information corresponding to the output information determined to be incorrect;
• selecting the output information from each of the first input information and the second input information;
• changing the calculator based on the output information;
• and
• causing the additive manufacturing apparatus to stop the additive manufacturing in accordance with the output information, while the additive manufacturing apparatus additively manufactures an object.