May 24, 2024
"International Journal of Fuzzy Systems is a semi-quarterly journal focussed on the theory, design, and application of fuzzy systems, ranging from hardware to software." https://link.springer.com/journal/40815
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"International Journal of Fuzzy Systems is a semi-quarterly journal focussed on the theory, design, and application of fuzzy systems, ranging from hardware to software." https://link.springer.com/journal/40815
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Fuzzy Systems - A Basic Overview
Fuzzy systems are a type of Artificial Intelligence that strive to conquer the complexities of human logic that isnāt always accurate or exact. A fuzzy system or Fuzzy logic tries to add meaning to words like sometimes and a little or a lot. These terms can then be used in programming or in other AI systems.
āFuzzy logic is widely used in machine control. The term "fuzzy" refers to the fact that the logic involved can deal with concepts that cannot be expressed as the "true" or "false" but rather as "partially true". Although alternative approaches such as genetic algorithms and neural networks can perform just as well as fuzzy logic in many cases, fuzzy logic has the advantage that the solution to the problem can be cast in terms that human operators can understand, so that their experience can be used in the design of the controller. This makes it easier to mechanize tasks that are already successfully performed by humansā (Fuzzy Control System, n.d.)
We will be using a Fuzzy Logic System to describe the condition of the plants to the user as well as training our AI.
References:
Fuzzy Control System. (n.d.). Retrieved from wikipedia: https://en.wikipedia.org/wiki/Fuzzy_control_system
Studio 3 - A Whole New World....
I have teamed up with Shalom to work on something that interests us both; It was almost too perfect. I wanted to work on a system that would automate looking after a plant and Shalom wants to build a system to assist in looking after a plant using AI and Fuzzy systems. Basically, every term used in that last sentenceĀ could have its own entire blogĀ so I will do some separateĀ posts on each concept.
Our current concept is a device to add to your indoor plants that will send notifications to your phone at the best times, to water the plant or do something to look after it. The notifications will be calculatedĀ based on the plant's needs and then by using AI learning it will also calculate the time that you are most likely free to do the task and most want to do it.
We tend to intuitively treat the world as infinite and deterministic. When confronted with a world that we know is finite and sometimes random, we often uncritically think of it as a sloppy approximation to some āoptimumā world; one that would exist were it not for pesky imperfections. This modern remnant of Platonic essentialismāthe idea that to gain true insight we should study an ideal world of perfect formsāsometimes prevents us from seeing that finite systems are not just fuzzy approximations to infinite systems (see Understanding Infinity). Rather, they behave in fundamentally different ways that we would never dream of if we thought only about idealized infinite worlds.
Evolution in a Finite World - Issue 7: Waste - Nautilus
Soft Computing: Methodologies and Applications (Advances in Soft Computing) (Advances in Intelligent and Soft Computing)
Soft Computing: Methodologies and Applications (Advances in Soft Computing) (Advances in Intelligent and Soft Computing) This carefully edited book covers a wide range of application areas of soft computing such as optimization, data analysis and data mining, fault diagnosis, control as well as traffic and transportation systems. It contains 25 revised contributions from the 8th Online World Conferences on Soft Computing (WSC8). The collected papers show how the major soft computing techniques, fuzzy systems, neural networks and evolutionary algorithms and especially hybrid systems combining methods from these fields, lead to successful industrial applications. The reader will find an interesting, inspiring and wide variety of soft computing techniques and applications in this book.
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