{"id":6063,"date":"2025-06-30T14:17:26","date_gmt":"2025-06-30T10:47:26","guid":{"rendered":"https:\/\/projestaan.com\/mag\/?p=6063"},"modified":"2025-07-07T17:37:13","modified_gmt":"2025-07-07T14:07:13","slug":"applications-of-fuzzy-logic-in-matlab","status":"publish","type":"post","link":"https:\/\/projestaan.com\/mag\/applications-of-fuzzy-logic-in-matlab\/","title":{"rendered":"\u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0627\u06cc \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc \u062f\u0631 \u0645\u062a\u0644\u0628 | \u0647\u0648\u0634 \u0631\u0627 \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u06a9\u0646 !"},"content":{"rendered":"\t\t
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\u0645\u0631\u062d\u0644\u0647<\/span><\/p><\/td>

\u062a\u0639\u0631\u06cc\u0641<\/strong><\/span><\/p><\/td>

\u062f\u0633\u062a\u0648\u0631<\/span><\/p><\/td><\/tr>

1<\/span><\/p><\/td>

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2<\/span><\/p><\/td>

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3<\/span><\/p><\/td>

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4<\/span><\/p><\/td>

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  • \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0641\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0641\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<\/strong><\/span><\/li><\/ul>

    \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0641\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u062c\u0645\u0648\u0639\u0647\u0627\u06cc \u0627\u0632 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0641\u0627\u0632\u06cc \u0639\u0645\u0644 \u0645\u06cc\u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u0635\u0648\u0631\u062a “\u0627\u06af\u0631-\u0622\u0646\u06af\u0627\u0647” \u0628\u06cc\u0627\u0646 \u0645\u06cc\u0634\u0648\u0646\u062f.<\/span><\/p>

    • \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0641\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/strong> \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u06a9\u0646\u0646\u062f \u0648 \u0642\u0627\u062f\u0631\u0646\u062f \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0633\u0627\u0632\u06af\u0627\u0631 \u0634\u0648\u0646\u062f.<\/span><\/li><\/ul>

      \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc \u0628\u0647 \u062f\u0644\u06cc\u0644 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0622\u0646 \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u063a\u06cc\u0631\u0642\u0637\u0639\u06cc \u0648 \u0645\u0628\u0647\u0645\u060c \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u06af\u06cc\u0631\u062f. \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0648\u0633\u06cc\u0639\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0634\u0627\u0645\u0644 \u06a9\u0646\u062a\u0631\u0644 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u060c \u067e\u0632\u0634\u06a9\u06cc\u060c \u0631\u0628\u0627\u062a\u06cc\u06a9\u060c \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0646\u0627\u0628\u0639 \u0627\u0633\u062a. \u062f\u0631 \u06a9\u0646\u062a\u0631\u0644 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u060c \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc \u0628\u0647 \u0637\u0648\u0631 \u06af\u0633\u062a\u0631\u062f\u0647\u0627\u06cc \u0628\u0631\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u0646\u062f\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u0634\u0648\u062f.<\/span><\/p>

      \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u06a9\u0646\u062a\u0631\u0644 \u062f\u0645\u0627 \u06cc\u0627 \u0633\u0631\u0639\u062a \u0645\u0648\u062a\u0648\u0631. \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc\u060c \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0628\u06cc\u0645\u0627\u0631\u06cc \u0647\u0627 \u0648 \u067e\u06cc\u0634\u0628\u06cc\u0646\u06cc \u0646\u062a\u0627\u06cc\u062c \u062f\u0631\u0645\u0627\u0646\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u06af\u06cc\u0631\u062f. \u062f\u0631 \u0631\u0628\u0627\u062a\u06cc\u06a9\u060c \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0648 \u06a9\u0646\u062a\u0631\u0644 \u062d\u0631\u06a9\u062a \u0631\u0628\u0627\u062a\u0647\u0627 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u06af\u06cc\u0631\u062f. <\/span><\/p>

      \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0646\u0627\u0628\u0639 \u0637\u0628\u06cc\u0639\u06cc \u0645\u0627\u0646\u0646\u062f \u0622\u0628 \u0648 \u0627\u0646\u0631\u0698\u06cc \u0646\u06cc\u0632 \u0627\u0632 \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc \u0628\u0647\u0631\u0647 \u0645\u0646\u062f \u0645\u06cc\u0634\u0648\u062f \u062a\u0627 \u062a\u0635\u0645\u06cc\u0645\u0627\u062a \u0628\u0647\u06cc\u0646\u0647 \u062a\u0631\u06cc \u0627\u062a\u062e\u0627\u0630 \u06a9\u0646\u062f.\u2003<\/span><\/p>

      \u0645\u062b\u0627\u06441- \u06a9\u0646\u062a\u0631\u0644 \u062f\u0645\u0627\u06cc \u0627\u062a\u0627\u0642 \u0628\u0627 \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc<\/span><\/h2>

      clc; clear; close all<\/span>
      % \u0627\u06cc\u062c\u0627\u062f \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc<\/span>
      fis = newfis(‘TemperatureControl’);<\/span>
      % \u062a\u0639\u0631\u06cc\u0641 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645: \u062f\u0645\u0627\u06cc \u0641\u0639\u0644\u06cc \u0648 \u0646\u0631\u062e \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0645\u0627<\/span>
      fis = addvar(fis, ‘input’, ‘Temperature’, [0 40]);<\/span>
      fis = addvar(fis, ‘input’, ‘ChangeRate’, [-10 10]);<\/span>
      % \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u062f\u0645\u0627\u06cc \u0641\u0639\u0644\u06cc<\/span>
      fis = addmf(fis, ‘input’, 1, ‘cold’, ‘trapmf’, [0 0 10 15]);<\/span>
      fis = addmf(fis, ‘input’, 1, ‘cool’, ‘trimf’, [10 15 20]);<\/span>
      fis = addmf(fis, ‘input’, 1, ‘warm’, ‘trimf’, [15 20 25]);<\/span>
      fis = addmf(fis, ‘input’, 1, ‘hot’, ‘trapmf’, [20 25 40 40]);<\/span>
      % \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0646\u0631\u062e \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0645\u0627<\/span>
      fis = addmf(fis, ‘input’, 2, ‘decreasing’, ‘trapmf’, [-10 -10 -5 0]);<\/span>
      fis = addmf(fis, ‘input’, 2, ‘steady’, ‘trimf’, [-5 0 5]);<\/span>
      fis = addmf(fis, ‘input’, 2, ‘increasing’, ‘trapmf’, [0 5 10 10]);<\/span>
      % \u062a\u0639\u0631\u06cc\u0641 \u0645\u062a\u063a\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc: \u062a\u0646\u0638\u06cc\u0645 \u0633\u06cc\u0633\u062a\u0645 \u06af\u0631\u0645\u0627\u06cc\u0634\/\u0633\u0631\u0645\u0627\u06cc\u0634<\/span>
      fis = addvar(fis, ‘output’, ‘HeatingCooling’, [-10 10]);<\/span>
      % \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc<\/span>
      fis = addmf(fis, ‘output’, 1, ‘cooling’, ‘trapmf’, [-10 -10 -5 0]);<\/span>
      fis = addmf(fis, ‘output’, 1, ‘none’, ‘trimf’, [-5 0 5]);<\/span>
      fis = addmf(fis, ‘output’, 1, ‘heating’, ‘trapmf’, [0 5 10 10]);<\/span>
      % \u062a\u0639\u0631\u06cc\u0641 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0641\u0627\u0632\u06cc<\/span>
      ruleList = [<\/span>
      1 1 3 1 1; % If temperature is cold and change rate is decreasing, then heating<\/span>
      1 2 3 1 1; % If temperature is cold and change rate is steady, then heating<\/span>
      1 3 3 1 1; % If temperature is cold and change rate is increasing, then heating<\/span>
      2 1 3 1 1; % If temperature is cool and change rate is decreasing, then heating<\/span>
      2 2 2 1 1; % If temperature is cool and change rate is steady, then none<\/span>
      2 3 1 1 1; % If temperature is cool and change rate is increasing, then cooling<\/span>
      3 1 2 1 1; % If temperature is warm and change rate is decreasing, then none<\/span>
      3 2 2 1 1; % If temperature is warm and change rate is steady, then none<\/span>
      3 3 1 1 1; % If temperature is warm and change rate is increasing, then cooling<\/span>
      4 1 1 1 1; % If temperature is hot and change rate is decreasing, then cooling<\/span>
      4 2 1 1 1; % If temperature is hot and change rate is steady, then cooling<\/span>
      4 3 1 1 1 % If temperature is hot and change rate is increasing, then cooling];<\/span>
      % \u0627\u0641\u0632\u0648\u062f\u0646 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc<\/span>
      fis = addrule(fis, ruleList);<\/span>
      % \u0646\u0645\u0627\u06cc\u0634 \u0633\u0627\u062e\u062a\u0627\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646<\/span>
      showrule(fis)<\/span>
      % \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647<\/span>
      temperature = 22; % \u062f\u0645\u0627\u06cc \u0641\u0639\u0644\u06cc<\/span>
      changeRate = 3; % \u0646\u0631\u062e \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0645\u0627<\/span>
      input = [temperature changeRate];<\/span>
      output = evalfis(input, fis);<\/span>
      % \u0646\u0645\u0627\u06cc\u0634 \u062e\u0631\u0648\u062c\u06cc<\/span>
      disp([‘Output: ‘, num2str(output)]);<\/span><\/p>

      \u062e\u0631\u0648\u062c\u06cc:<\/span><\/h3>

      12\u00d795 char array<\/span>
      ‘1. If (Temperature is cold) and (ChangeRate is decreasing) then (HeatingCooling is heating) (1)’<\/span>
      ‘2. If (Temperature is cold) and (ChangeRate is steady) then (HeatingCooling is heating) (1) ‘<\/span>
      ‘3. If (Temperature is cold) and (ChangeRate is increasing) then (HeatingCooling is heating) (1)’<\/span>
      ‘4. If (Temperature is cool) and (ChangeRate is decreasing) then (HeatingCooling is heating) (1)’<\/span>
      ‘5. If (Temperature is cool) and (ChangeRate is steady) then (HeatingCooling is none) (1) ‘ <\/span>
      ‘6. If (Temperature is cool) and (ChangeRate is increasing) then (HeatingCooling is cooling) (1)’<\/span>
      ‘7. If (Temperature is warm) and (ChangeRate is decreasing) then (HeatingCooling is none) (1) ‘<\/span>
      ‘8. If (Temperature is warm) and (ChangeRate is steady) then (HeatingCooling is none) (1) ‘<\/span>
      ‘9. If (Temperature is warm) and (ChangeRate is increasing) then (HeatingCooling is cooling) (1)’<\/span>
      ’10. If (Temperature is hot) and (ChangeRate is decreasing) then (HeatingCooling is cooling) (1)’<\/span>
      ’11. If (Temperature is hot) and (ChangeRate is steady) then (HeatingCooling is cooling) (1) ‘<\/span>
      ’12. If (Temperature is hot) and (ChangeRate is increasing) then (HeatingCooling is cooling) (1)’<\/span>
      Output: -3.7296<\/span><\/p>

      \u062a\u0648\u0636\u06cc\u062d: \u0627\u06cc\u062c\u0627\u062f \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 fis = newfis(‘TemperatureControl’); \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 ‘TemperatureControl’ \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p>

      • \u062a\u0639\u0631\u06cc\u0641 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0648 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a: \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u062f\u0645\u0627\u06cc \u0641\u0639\u0644\u06cc \u0648 \u0646\u0631\u062e \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0645\u0627 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0647\u0631\u06a9\u062f\u0627\u0645 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/li>
      • \u062a\u0639\u0631\u06cc\u0641 \u0645\u062a\u063a\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc \u0648 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0622\u0646: \u0645\u062a\u063a\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0633\u06cc\u0633\u062a\u0645 \u06af\u0631\u0645\u0627\u06cc\u0634\/\u0633\u0631\u0645\u0627\u06cc\u0634 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0622\u0646 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/li>
      • \u062a\u0639\u0631\u06cc\u0641 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0641\u0627\u0632\u06cc: \u0642\u0648\u0627\u0646\u06cc\u0646 \u0641\u0627\u0632\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/li>
      • \u0627\u0641\u0632\u0648\u062f\u0646 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645: \u0642\u0648\u0627\u0646\u06cc\u0646 \u062a\u0639\u0631\u06cc\u0641\u200c\u0634\u062f\u0647 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/li>
      • \u0646\u0645\u0627\u06cc\u0634 \u0633\u0627\u062e\u062a\u0627\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646: \u0633\u0627\u062e\u062a\u0627\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/li>
      • \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647: \u062f\u0645\u0627\u06cc \u0641\u0639\u0644\u06cc \u0648 \u0646\u0631\u062e \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0645\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc \u0645\u0646\u0627\u0633\u0628 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/li>
      • \u0646\u0645\u0627\u06cc\u0634 \u062e\u0631\u0648\u062c\u06cc: \u062e\u0631\u0648\u062c\u06cc \u0645\u062d\u0627\u0633\u0628\u0647\u200c\u0634\u062f\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u062a\u0646\u0638\u06cc\u0645 \u0633\u06cc\u0633\u062a\u0645 \u06af\u0631\u0645\u0627\u06cc\u0634\/\u0633\u0631\u0645\u0627\u06cc\u0634 \u0627\u0633\u062a.<\/span><\/li><\/ul>

        \u0645\u062b\u0627\u0644 2- \u06a9\u0646\u062a\u0631\u0644 \u0633\u0631\u0639\u062a \u0641\u0646 \u0628\u0627 \u0645\u0646\u0637\u0642 \u0641\u0627\u0632\u06cc<\/span><\/h2>

        clc; clear; close all<\/span>
        % \u0627\u06cc\u062c\u0627\u062f \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc<\/span>
        fis = newfis(‘FanSpeedControl’);<\/span>
        % \u062a\u0639\u0631\u06cc\u0641 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627: \u062f\u0645\u0627 \u0648 \u0631\u0637\u0648\u0628\u062a \u0646\u0633\u0628\u06cc<\/span>
        fis = addvar(fis, ‘input’, ‘Temperature’, [0 40]);<\/span>
        fis = addvar(fis, ‘input’, ‘Humidity’, [0 100]);<\/span>
        % \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u062f\u0645\u0627<\/span>
        fis = addmf(fis, ‘input’, 1, ‘cold’, ‘trapmf’, [-1 0 10 20]);<\/span>
        fis = addmf(fis, ‘input’, 1, ‘comfortable’, ‘trimf’, [15 25 35]);<\/span>
        fis = addmf(fis, ‘input’, 1, ‘hot’, ‘trapmf’, [30 40 50 60]);<\/span>
        % \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0631\u0637\u0648\u0628\u062a \u0646\u0633\u0628\u06cc<\/span>
        fis = addmf(fis, ‘input’, 2, ‘low’, ‘trapmf’, [-10 0 30 50]);<\/span>
        fis = addmf(fis, ‘input’, 2, ‘medium’, ‘trimf’, [40 50 60]);<\/span>
        fis = addmf(fis, ‘input’, 2, ‘high’, ‘trapmf’, [50 70 100 110]);<\/span>
        % \u062a\u0639\u0631\u06cc\u0641 \u062e\u0631\u0648\u062c\u06cc: \u0633\u0631\u0639\u062a \u0641\u0646<\/span>
        fis = addvar(fis, ‘output’, ‘FanSpeed’, [0 10]);<\/span>
        % \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0641\u0646<\/span>
        fis = addmf(fis, ‘output’, 1, ‘slow’, ‘trimf’, [0 2.5 5]);<\/span>
        fis = addmf(fis, ‘output’, 1, ‘medium’, ‘trimf’, [2.5 5 7.5]);<\/span>
        fis = addmf(fis, ‘output’, 1, ‘fast’, ‘trimf’, [5 7.5 10]);<\/span>
        % \u062a\u0639\u0631\u06cc\u0641 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0641\u0627\u0632\u06cc<\/span>
        ruleList = [<\/span>
        1 1 2 1 1; % \u0627\u06af\u0631 \u062f\u0645\u0627 \u06a9\u0645 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u06a9\u0645 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0645\u062a\u0648\u0633\u0637 \u0627\u0633\u062a<\/span>
        1 2 2 1 1; % \u0627\u06af\u0631 \u062f\u0645\u0627 \u06a9\u0645 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u0645\u062a\u0648\u0633\u0637 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0645\u062a\u0648\u0633\u0637 \u0627\u0633\u062a<\/span>
        1 3 1 1 1; % \u0627\u06af\u0631 \u062f\u0645\u0627 \u06a9\u0645 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u06a9\u0645 \u0627\u0633\u062a<\/span>
        2 1 2 1 1; % \u0627\u06af\u0631 \u062f\u0645\u0627 \u0645\u0646\u0627\u0633\u0628 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u06a9\u0645 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0645\u062a\u0648\u0633\u0637 \u0627\u0633\u062a<\/span>
        2 2 2 1 1; % \u0627\u06af\u0631 \u062f\u0645\u0627 \u0645\u0646\u0627\u0633\u0628 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u0645\u062a\u0648\u0633\u0637 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0645\u062a\u0648\u0633\u0637 \u0627\u0633\u062a<\/span>
        2 3 3 1 1; % \u0627\u06af\u0631 \u062f\u0645\u0627 \u0645\u0646\u0627\u0633\u0628 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0632\u06cc\u0627\u062f \u0627\u0633\u062a<\/span>
        3 1 3 1 1; % \u0627\u06af\u0631 \u062f\u0645\u0627 \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u06a9\u0645 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0632\u06cc\u0627\u062f \u0627\u0633\u062a<\/span>
        3 2 3 1 1; % \u0627\u06af\u0631 \u062f\u0645\u0627 \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u0645\u062a\u0648\u0633\u0637 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0632\u06cc\u0627\u062f \u0627\u0633\u062a<\/span>
        3 3 3 1 1 % \u0627\u06af\u0631 \u062f\u0645\u0627 \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0632\u06cc\u0627\u062f \u0627\u0633\u062a<\/span>
        ];<\/span>
        % \u0627\u0641\u0632\u0648\u062f\u0646 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc<\/span>
        fis = addrule(fis, ruleList);<\/span>
        % \u0646\u0645\u0627\u06cc\u0634 \u0633\u0627\u062e\u062a\u0627\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646<\/span>
        showrule(fis)<\/span>
        % \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647<\/span>
        temperature = 30; % \u062f\u0645\u0627\u06cc \u0641\u0639\u0644\u06cc<\/span>
        humidity = 70; % \u0631\u0637\u0648\u0628\u062a \u0646\u0633\u0628\u06cc<\/span>
        input = [temperature humidity];<\/span>
        output = evalfis(input, fis);<\/span>
        % \u0646\u0645\u0627\u06cc\u0634 \u062e\u0631\u0648\u062c\u06cc<\/span>
        disp([‘Fan Speed: ‘, num2str(output)]);<\/span><\/p>

        \u062e\u0631\u0648\u062c\u06cc :<\/span><\/h3>

        9\u00d789 char array<\/span>
        ‘1. If (Temperature is cold) and (Humidity is low) then (FanSpeed is medium) (1) ‘<\/span>
        ‘2. If (Temperature is cold) and (Humidity is medium) then (FanSpeed is medium) (1) ‘<\/span>
        ‘3. If (Temperature is cold) and (Humidity is high) then (FanSpeed is slow) (1) ‘<\/span>
        ‘4. If (Temperature is comfortable) and (Humidity is low) then (FanSpeed is medium) (1) ‘<\/span>
        ‘5. If (Temperature is comfortable) and (Humidity is medium) then (FanSpeed is medium) (1)’<\/span>
        ‘6. If (Temperature is comfortable) and (Humidity is high) then (FanSpeed is fast) (1) ‘<\/span>
        ‘7. If (Temperature is hot) and (Humidity is low) then (FanSpeed is fast) (1) ‘<\/span>
        ‘8. If (Temperature is hot) and (Humidity is medium) then (FanSpeed is fast) (1) ‘<\/span>
        ‘9. If (Temperature is hot) and (Humidity is high) then (FanSpeed is fast) (1) <\/span>
        Fan Speed: 7.5<\/span><\/p>

        \u062a\u0648\u0636\u06cc\u062d:<\/span><\/h3>

        \u062a<\/strong>\u0648\u0636\u06cc\u062d \u06a9\u062f<\/strong><\/span><\/p><\/td>

        \u062f<\/strong>\u0633\u062a\u0648\u0631\u0627\u062a<\/strong><\/span><\/p><\/td><\/tr>

        \u0627\u06cc\u062c\u0627\u062f \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 <\/strong>\u06a9\u0647 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 ‘FanSpeedControl’ \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p><\/td>

        fis = newfis(‘FanSpeedControl’);<\/span><\/p><\/td><\/tr>

        \u062a\u0639\u0631\u06cc\u0641 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627<\/strong> : \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0628\u0627 \u062f\u0627\u0645\u0646\u0647 \u0645\u0634\u062e\u0635 (\u062f\u0645\u0627\u06cc 0 \u062a\u0627 40 \u062f\u0631\u062c\u0647 \u0648 \u0631\u0637\u0648\u0628\u062a 0 \u062a\u0627 100 \u062f\u0631\u0635\u062f) \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/p><\/td>

        		fis = addvar(fis, ‘input’, ‘Temperature’, [0 40]);fis = addvar(fis, ‘input’, ‘Humidity’, [0 100]);<\/span><\/td><\/tr>

        \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u062f\u0645\u0627:<\/strong> \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631 \u062f\u0645\u0627 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u062a\u0648\u0627\u0628\u0639 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u0647\u0631 \u0645\u0642\u062f\u0627\u0631 \u062f\u0645\u0627 \u0628\u0647 \u0686\u0647 \u062f\u0633\u062a\u0647\u200c\u0627\u06cc \u062a\u0639\u0644\u0642 \u062f\u0627\u0631\u062f (‘cold’, ‘comfortable’, ‘hot’).<\/span><\/p><\/td>

        		fis = addmf(fis, ‘input’, 1, ‘cold’, ‘trapmf’, [-1 0 10 20]);fis = addmf(fis, ‘input’, 1, ‘comfortable’, ‘trimf’, [15 25 35]);fis = addmf(fis, ‘input’, 1, ‘hot’, ‘trapmf’, [30 40 50 60]);<\/span><\/td><\/tr>

        \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0631\u0637\u0648\u0628\u062a<\/strong>: <\/strong>\u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0631\u0637\u0648\u0628\u062a \u0646\u0633\u0628\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f (‘low’, ‘medium’, ‘high’).<\/span><\/p><\/td>

        		fis = addmf(fis, ‘input’, 2, ‘low’, ‘trapmf’, [-10 0 30 50]);fis = addmf(fis, ‘input’, 2, ‘medium’, ‘trimf’, [40 50 60]);fis = addmf(fis, ‘input’, 2, ‘high’, ‘trapmf’, [50 70 100 110]);<\/span><\/td><\/tr>

        \u062a\u0639\u0631\u06cc\u0641 \u0645\u062a\u063a\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc<\/strong>:<\/strong> \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc \u0628\u0627 \u062f\u0627\u0645\u0646\u0647 0 \u062a\u0627 10 \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0641\u0646 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p>

        \u00a0<\/strong><\/span><\/p><\/td>

        		fis = addvar(fis, ‘output’, ‘FanSpeed’, [0 10]);\u00a0<\/span><\/td><\/tr>

        \u062a\u0639\u0631\u06cc\u0641 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0641\u0646<\/strong>:<\/strong> \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648\u06cc\u062a \u0628\u0631\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc \u0633\u0631\u0639\u062a \u0641\u0646 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f (‘slow’, ‘medium’, ‘fast’).<\/span><\/p>

        \u00a0<\/strong><\/span><\/p><\/td>

        		fis = addmf(fis, ‘output’, 1, ‘slow’, ‘trimf’, [0 2.5 5]);fis = addmf(fis, ‘output’, 1, ‘medium’, ‘trimf’, [2.5 5 7.5]);fis = addmf(fis, ‘output’, 1, ‘fast’, ‘trimf’, [5 7.5 10]);\u00a0<\/span><\/td><\/tr>

        \u062a\u0639\u0631\u06cc\u0641 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0641\u0627\u0632\u06cc<\/strong>:<\/strong> \u0642\u0648\u0627\u0646\u06cc\u0646 \u0641\u0627\u0632\u06cc \u06a9\u0647 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0686\u06af\u0648\u0646\u0647 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u062e\u0631\u0648\u062c\u06cc \u0645\u0646\u0627\u0633\u0628 \u062a\u0648\u0644\u06cc\u062f \u0634\u0648\u062f\u060c \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/p>

        \u00a0<\/strong><\/span><\/p><\/td>

        		ruleList = [\u00a0\u00a0\u00a0 1 1 2 1 1;\u00a0 % \u0627\u06af\u0631 \u062f\u0645\u0627 \u06a9\u0645 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u06a9\u0645 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0645\u062a\u0648\u0633\u0637 \u0627\u0633\u062a\u00a0\u00a0\u00a0 1 2 2 1 1;\u00a0 % \u0627\u06af\u0631 \u062f\u0645\u0627 \u06a9\u0645 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u0645\u062a\u0648\u0633\u0637 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u0645\u062a\u0648\u0633\u0637 \u0627\u0633\u062a\u00a0\u00a0\u00a0 1 3 1 1 1;\u00a0 % \u0627\u06af\u0631 \u062f\u0645\u0627 \u06a9\u0645 \u0628\u0627\u0634\u062f \u0648 \u0631\u0637\u0648\u0628\u062a \u0632\u06cc\u0627\u062f \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0641\u0646 \u06a9\u0645 \u0627\u0633\u062a\u00a0\u00a0\u00a0 2 1 2 1 1 \u2026<\/span><\/td><\/tr>

        \u0627\u0641\u0632\u0648\u062f\u0646 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645<\/strong>:<\/strong> \u0642\u0648\u0627\u0646\u06cc\u0646 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f<\/span><\/p><\/td>

        		fis = addrule(fis, ruleList);<\/span><\/td><\/tr>

        \u0646\u0645\u0627\u06cc\u0634 \u0633\u0627\u062e\u062a\u0627\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646<\/strong><\/span><\/p><\/td>

        		showrule(fis)<\/span><\/td><\/tr>

        \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647<\/strong>:<\/strong> \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0627\u0632\u06cc \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 (\u062f\u0645\u0627\u06cc 30 \u062f\u0631\u062c\u0647 \u0648 \u0631\u0637\u0648\u0628\u062a \u0646\u0633\u0628\u06cc 70 \u062f\u0631\u0635\u062f) \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f<\/span><\/p><\/td>

        		temperature = 30;humidity = 70;input = [temperature humidity];output = evalfis(input, fis);<\/span><\/td><\/tr>

        \u0646\u0645\u0627\u06cc\u0634 \u062e\u0631\u0648\u062c\u06cc<\/strong>:<\/strong> \u062e\u0631\u0648\u062c\u06cc \u0645\u062d\u0627\u0633\u0628\u0647\u200c\u0634\u062f\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u0633\u0631\u0639\u062a \u0641\u0646 \u0627\u0633\u062a<\/span><\/p><\/td>

        		disp([‘Fan Speed: ‘, num2str(output)]);<\/span><\/td><\/tr><\/tbody><\/table>

        \u00a0<\/h3>

        \u0627\u0632 \u062f\u06cc\u06af\u0631 \u0633\u0631\u06cc \u0645\u0642\u0627\u0644\u0627\u062a \u0622\u0645\u0648\u0632\u0634 \u0645\u062a\u0644\u0628 \u0628\u0627\u0632\u062f\u06cc\u062f \u0646\u0645\u0627\u06cc\u06cc\u062f.<\/p>