From the course: Programming Foundations: Fuzzy Logic

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Machine learning and artificial intelligence (AI)

Machine learning and artificial intelligence (AI)

From the course: Programming Foundations: Fuzzy Logic

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Machine learning and artificial intelligence (AI)

- [Instructor] There are many uses of fuzzy data from sensors to robotics, as we have seen. But what about a robot that can start to learn from the rules we set? What if we combine rules in a shipping warehouse that ships cargo all over the globe? If they are looking to minimize the cost, get their freight there on time, and avoid damage by bad weather, we can add rules like this to a system, and depending on the results, we can increase or decrease the membership in one category as we're willing. Sometimes, we have to move membership function scores and recalculate in order to get the results we want. If a machine understands these rules, and they are nonnegotiable, the computer can use those to learn new things. Maybe looking at weather patterns will help reduce cost, and that is something a system can learn. This learning appears as if the machine is learning, but it is just applying the rules we set. An example of the use of machine learning using fuzzy data is looking at the data…

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