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Philosophy: Logic Mid‑importance This article is within the scope of WikiProject Philosophy, a collaborative effort to improve the coverage of content related to philosophy on Wikipedia. If you would like to support the project, please visit the project page, where you can get more details on how you can help, and where you can join the general discussion about philosophy content on Wikipedia.PhilosophyWikipedia:WikiProject PhilosophyTemplate:WikiProject PhilosophyPhilosophy Mid This article has been rated as Mid-importance on the project's importance scale. Associated task forces: /  Logic Systems High‑importance This article is within the scope of WikiProject Systems, which collaborates on articles related to systems and systems science.SystemsWikipedia:WikiProject SystemsTemplate:WikiProject SystemsSystems High This article has been rated as High-importance on the project's importance scale. This article is within the field of Control theory.

The link for "Introduction to Fuzzy Control Engineering" no longer exists (http://inside.mines.edu/~msimoes/tutorials/Introduction_fuzzy_logic/Intro_Fuzzy_Logic.pdf). If this is an inappropriate method for notify editors of a broken link, I apologize in advance. Jcwren (talk) 00:20, 4 May 2010 (UTC)[reply]

Just for acknowledgment, this issue is already solved91.117.255.247 (talk) 15:03, 21 March 2014 (UTC)[reply]

This looks like a great article, but I'm not convinced fuzzy logic should be redirected here. Perhaps the article should be split into two parts - one about the logic (which should be in an article titled "fuzzy logic") and one about the control systems (which, after all, are an *appplication* of fuzzy logic). --Robert Merkel

I think they should be merged back. I didn't even know about this article until just now. Yes, fuzzy control is an application of fuzzy logic, but there's little here that's specific to control. I mean, the whole notion of fuzzy sets and fuzzy rules can be applied to virtually anything. They are fuzzy logic. "Fuzzy logic" is a bit of a misnomer since it has more to do with the set theory than actual "logic". - furrykef (Talk at me) 05:26, 3 Mar 2005 (UTC)

I disagree. There is a lot here that is specific to control. For example, fuzzy logic itself does not necessarily need to deal with the processes of fuzzification and defuzzification (although these are important issues in most applications), and the block diagrams here are a good example of content that is specific to fuzzy control.

On an unrelated note, it would be cool to have a section explaining the differences between fuzzy control and other approaches to control systems. Perhaps even a note about that in the intro. CyborgTosser (Only half the battle) 19:39, 6 May 2005 (UTC)[reply]

ASCII art to proper art, please :) Martin

• I copied over most of the images from th original article (which are all explicitly public domain), but the last one didn't seem to fit entirely with its ASCII counterpart, and one had already been re-created by a Wikipedian. Boffy b 07:03, 16 Nov 2003 (UTC)

In the section "Fuzzy Sets" the author has made a reference to the PID controller and has put forward the obvious question: why do we need fuzzy controller. I think the answer is far from being scientific or true. If one has a low resolution analog digital converter the input of the PID controller will be within this resolution. If you can measure the temperature of a break with a resolution of 1/4 then you would have a low resolution input to your PID controller. Again if your actuator can move only within a space of four steps then your output will be a number between 1 and 4. Suggesting that fuzzy control's advantage is that it is suitable for cheap and low resolution systems is total nonsense. The suggestion that "a mathematical model of the control process may not exist, or may be too "expensive" in terms of computer processing power and memory" sounds childish. What expense would there be in calculating a z-transformation of a PID controller and implementing a digital controller which will have to keep the 4th or 5th past values in its memory??? --Zama Zalotta 10:01, 6 February 2007 (UTC)[reply]

I've been looking for some insights in this question, I think this document is a very good response. Furthermore, another point of view may be in the complexity to build from scratch a new control system using any of this tecnologies. 91.117.255.247 (talk) 11:31, 21 March 2014 (UTC)[reply]

Well-written article. What should be underscored is that there are two constructs which play pivotal roles in fuzzy control and, more generally, in most applications of fuzzy logic. They are (a) the concept of a linguistic variable; and (b) the calculus of fuzzy-if-then rules. These constructs were introduced in my 1973 paper, "Outline of a new approach to the analysis of complex systems and decision processes," IEEE Transactions on Systems, Man and Cybernetics SMC-3, 28-44, 1973, and my 1974 paper, "On the analysis of large scale systems," Systems Approaches and Environment Problems, H. Gottinger (ed.), 23-37. Gottingen: Vandenhoeck and Ruprecht, 1974. It is of historical interest to note that the concept of linguistic variable was greeted with skepticism and derision. On hearing my first presentation in France in 1972, Rudy Kalman (Kalman filtering) said, "I would like to comment briefly on Professor Zadeh’s presentation. His proposals could be severely, ferociously, even brutally criticized from a technical point of view. This would be out of place here. But a blunt question remains: Is Professor Zadeh presenting important ideas or is he indulging in wishful thinking?" Fuzzy logic and fuzzy control have survived such comments, including highly critical comments by the control systems establishment.

A metric of the impact of fuzzy logic is the number of papers and books with "fuzzy" in title. The following information was compiled by Camille Wanat, Engineering Librarian, UC Berkeley, March 13, 2007.

INSPEC Database - "fuzzy" in the title

1970-1979: 569

1980-1989: 2,403

1990-1999: 23,214

2000-present: 24,910

Total: 51,096

MathSciNet Database - "fuzzy" in the title

1970-1979: 443

1980-1989: 2,465

1990-1999: 5,487

2000-present: 6,217

Total: 14,612

--Lotfi A. Zadeh 01:23, 15 March 2007 (UTC)

this note is only to alert potentially interested editors, you can delete after a week or so Power.corrupts (talk) 23:40, 21 January 2009 (UTC)[reply]

isn't it a good thing if this article reads like a textbook? Wouldn't that be a welcome change from the over-the-top ramblings of self-appointed experts? Owen214 (talk) 13:18, 8 November 2010 (UTC)[reply]

Tor textbooks there is Wikibooks. Wikipedia is an encyclopedia.--Bomberzocker (talk) 12:39, 10 February 2018 (UTC)[reply]

Wikibooks is totally unrelated. An encyclopedia is a collection of knowledge. Technical subjects very often lack detailed knowledge in their articles. I think it is very good that this article goes trough all detailed steps as a textbook. --Talianos「talk」 08:39, 18 March 2019 (UTC)[reply]

This article could use a real-world (i.e. outside of academia) perspective, e.g. based on [1] Tijfo098 (talk) 17:38, 13 April 2011 (UTC)[reply]

Also, sources from non-fuzzy-systems journals/books (which potentially have an inherent bias) should be considered as well e.g. doi:10.1007/s12206-008-0424-7 Tijfo098 (talk) 18:00, 13 April 2011 (UTC)[reply]

There is a block diagram missing after the sentence, "As a general example, consider the design of a fuzzy controller for a steam turbine. The block diagram of this control system appears as follows:" Jsauter (talk) 16:11, 26 January 2013 (UTC)[reply]

The article is referencing under the current id #4 to a paper, written by Lotfi Zadeh. It is “Outline of a new approach to the analysis of complex systems and decision processes”. Even if the paper supports the statement, that linguistic variables are defining a fuzzy set, the reference is a poor choice. It was published in a highly specialized cybernetics journal which is “IEEE Transactions on Systems, Man and Cybernetics.” Except from technical experts, nobody else has subscribed to this journal. Second problem is, that the article was never used in an introduction course at the university to teach control theory. If no counter argument is provided why this reference is highly important, i will delete it in the near future.--ManuelRodriguez (talk) 10:41, 17 November 2020 (UTC)[reply]