#3 -- Config of fuzzy engine
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16
src/main/java/ru/ulstu/fc/config/FuzzyEngine.java
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16
src/main/java/ru/ulstu/fc/config/FuzzyEngine.java
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@ -0,0 +1,16 @@
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package ru.ulstu.fc.config;
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import com.fuzzylite.Engine;
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import org.springframework.context.annotation.Bean;
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import org.springframework.context.annotation.Configuration;
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@Configuration
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public class FuzzyEngine {
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@Bean
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public Engine getFuzzyEngine() {
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Engine engine = new Engine();
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engine.setName("Fuzzy rules");
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engine.setDescription("");
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return engine;
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}
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}
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@ -30,6 +30,7 @@ public class FuzzyInferenceService {
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+ OUTPUT_VARIABLE_NAME
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+ OUTPUT_VARIABLE_NAME
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+ " is %s";
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+ " is %s";
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private final static String NO_RESULT = "Нет результата";
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private final static String NO_RESULT = "Нет результата";
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private final Engine fuzzyEngine;
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private Map<String, List<Entry<String, Integer>>> inputFuzzyTerms = Map.of(
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private Map<String, List<Entry<String, Integer>>> inputFuzzyTerms = Map.of(
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"возраст",
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"возраст",
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@ -48,6 +49,10 @@ public class FuzzyInferenceService {
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new AbstractMap.SimpleEntry("средний", 100000),
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new AbstractMap.SimpleEntry("средний", 100000),
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new AbstractMap.SimpleEntry("большой", 1000000)));
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new AbstractMap.SimpleEntry("большой", 1000000)));
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public FuzzyInferenceService(Engine fuzzyEngine) {
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this.fuzzyEngine = fuzzyEngine;
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}
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private List<String> getDemoRules() {
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private List<String> getDemoRules() {
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return List.of(
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return List.of(
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String.format(RULE_TEMPLATE, "возраст", "молодой", "доход", "высокий", "большой"),
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String.format(RULE_TEMPLATE, "возраст", "молодой", "доход", "высокий", "большой"),
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@ -112,13 +117,6 @@ public class FuzzyInferenceService {
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return mamdani;
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return mamdani;
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}
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}
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private Engine getFuzzyEngine() {
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Engine engine = new Engine();
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engine.setName("Fuzzy rules");
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engine.setDescription("");
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return engine;
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}
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private Map<String, Double> getConsequent(Engine engine, Map<String, Double> variableValues) {
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private Map<String, Double> getConsequent(Engine engine, Map<String, Double> variableValues) {
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OutputVariable outputVariable = engine.getOutputVariable(OUTPUT_VARIABLE_NAME);
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OutputVariable outputVariable = engine.getOutputVariable(OUTPUT_VARIABLE_NAME);
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for (Map.Entry<String, Double> variableValue : variableValues.entrySet()) {
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for (Map.Entry<String, Double> variableValue : variableValues.entrySet()) {
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@ -135,9 +133,9 @@ public class FuzzyInferenceService {
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}
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}
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public Map<String, Double> getFuzzyInference() {
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public Map<String, Double> getFuzzyInference() {
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Engine engine = getFuzzyEngine();
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fuzzyEngine.getRuleBlocks().clear();
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engine.addRuleBlock(getRuleBlock(engine, getDemoRules()));
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fuzzyEngine.addRuleBlock(getRuleBlock(fuzzyEngine, getDemoRules()));
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return getConsequent(engine, Map.of("возраст", 20.0, "доход", 250000.0));
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return getConsequent(fuzzyEngine, Map.of("возраст", 20.0, "доход", 250000.0));
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}
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}
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}
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}
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