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The inputs of the FLC system are defined as LM-35 sensor for temperature, DHT-11 for humidity, MQ-135 for air quality, MQ-9 sensor for CO and explosive gas. The designed system evaluates the instantaneous data obtained from the fuzzy logic system rule base and decides which of the output air filter, heater and alarm systems will operate at what speed. In order to increase system efficiency, fuzzy logic input membership values are optimized by genetic algorithm.<\/jats:p>","DOI":"10.3233\/jifs-223955","type":"journal-article","created":{"date-parts":[[2023,5,26]],"date-time":"2023-05-26T13:19:04Z","timestamp":1685107144000},"page":"2305-2317","source":"Crossref","is-referenced-by-count":2,"title":["Optimization of indoor thermal comfort values with fuzzy logic and genetic algorithm"],"prefix":"10.1177","volume":"45","author":[{"given":"Sonay G\u00f6rg\u00fcl\u00fc","family":"Balc\u0131","sequence":"first","affiliation":[{"name":"Industrial Engineering K\u0131r\u0131kkale University, K\u0131r\u0131kkale, Turkey"}]},{"given":"S\u00fcleyman","family":"Ers\u00f6z","sequence":"additional","affiliation":[{"name":"Industrial Engineering K\u0131r\u0131kkale University, K\u0131r\u0131kkale, Turkey"}]},{"given":"Murat","family":"L\u00fcy","sequence":"additional","affiliation":[{"name":"Electrical and Electronics Engineering, K\u0131r\u0131kkale University, K\u0131r\u0131kkale, Turkey"}]},{"given":"Ahmet K\u00fcr\u015fad","family":"T\u00fcrker","sequence":"additional","affiliation":[{"name":"Industrial Engineering K\u0131r\u0131kkale University, K\u0131r\u0131kkale, Turkey"}]},{"given":"Necaattin","family":"Bar\u0131\u015f\u00e7\u0131","sequence":"additional","affiliation":[{"name":"Computer Engineering, Gazi University, Ankara, Turkey"}]}],"member":"179","reference":[{"key":"10.3233\/JIFS-223955_ref1","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1016\/S0165-0114(99)00065-2","article-title":"Determination of fuzzy logic membership functions using genetic algorithms","volume":"118","author":"Arslan","year":"2001","journal-title":"Elsevier Fuzzy Sets and Systems"},{"key":"10.3233\/JIFS-223955_ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD49821.2020.9260514"},{"issue":"2","key":"10.3233\/JIFS-223955_ref3","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1109\/91.388168","article-title":"Simultaneous design of membershipfunctions and rule sets for fuzzy controllers using geneticalgorithms,ons on Fuzzy Systems","volume":"3","author":"Homaifar","year":"1995","journal-title":"IEEE Transact\u00edons on Fuzzy Systems"},{"issue":"44","key":"10.3233\/JIFS-223955_ref4","doi-asserted-by":"crossref","first-page":"276","DOI":"10.19101\/IJACR.PID47","article-title":"Prototype for early detection of fire hazards using fuzzy logic approach and Arduino microcontroller","volume":"9","author":"Labellapansa","year":"2019","journal-title":"International Journal of Advanced Computer Research"},{"key":"10.3233\/JIFS-223955_ref5","unstructured":"Arduino FIST: MATLAB Fuzzy Inference System to Arduino Conversion."},{"key":"10.3233\/JIFS-223955_ref6","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1016\/j.autcon.2007.05.011","article-title":"GA-based fuzzy controller design for tunnel ventilation systems","volume":"17","author":"Chu","year":"2008","journal-title":"Auto in Construction"},{"issue":"2","key":"10.3233\/JIFS-223955_ref7","first-page":"63","article-title":"Bulan\u00edk mant\u00edk veu\u00e7u\u015f kontrol problemine uygulanmas\u00ed,l\u00edk ve Uzay Teknolojileri Dergisi","volume":"1","author":"K\u00edyak","year":"2003","journal-title":"Havac\u00edl\u00edk ve Uzay Teknolojileri Dergisi"},{"key":"10.3233\/JIFS-223955_ref8","unstructured":"Yaman F. and Yilmaz A.E. , Genetik Algoritmada Tek ve \u00c7okNoktal\u00ed \u00c7aprazlama Tekniklerinin Do\u011frusal Anten DizisiSentez Probleminde \u0130ncelenmesi, Elektrik M\u00fchendisleriOdas\u00ed Dergisi."},{"key":"10.3233\/JIFS-223955_ref9","unstructured":"Zhang H.X. , Wang F. and Zhang B. , Genetic Optimization Of Fuzzy Membership Functions, 2009 International Conferance on Wavelet Analysis and Pattern Recognation, Baoding, 2009."},{"key":"10.3233\/JIFS-223955_ref12","unstructured":"\u00c7ay\u00edro\u011flu \u0130. , Solving of scheduling problem withheuristic optimization approach,. 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