Java开发一个推理机,该推理机能利用实验1的规则库和综合数据库进行推理。
时间: 2024-02-12 12:08:59 浏览: 21
以下是一个基于Java的推理机的示例代码,它能够利用实验1的规则库和综合数据库进行推理。
```java
import java.util.ArrayList;
import java.util.List;
public class InferenceEngine {
private List<Rule> rules; // 规则库
private List<Fact> facts; // 综合数据库
public InferenceEngine() {
rules = new ArrayList<>();
facts = new ArrayList<>();
}
public void addRule(Rule rule) {
rules.add(rule);
}
public void addFact(Fact fact) {
facts.add(fact);
}
public void executeInference() {
boolean noNewFacts = false;
while (!noNewFacts) {
noNewFacts = true;
for (Rule rule : rules) {
if (rule.evaluate(facts) && !facts.contains(rule.getConclusion())) {
facts.add(rule.getConclusion());
noNewFacts = false;
}
}
}
}
public List<Fact> getFacts() {
return facts;
}
}
class Rule {
private String name; // 规则名称
private List<Fact> premises; // 前提列表
private Fact conclusion; // 结论
public Rule(String name, List<Fact> premises, Fact conclusion) {
this.name = name;
this.premises = premises;
this.conclusion = conclusion;
}
public boolean evaluate(List<Fact> facts) {
for (Fact premise : premises) {
if (!facts.contains(premise)) {
return false;
}
}
return true;
}
public Fact getConclusion() {
return conclusion;
}
}
class Fact {
private String name; // 事实名称
private String value; // 事实值
public Fact(String name, String value) {
this.name = name;
this.value = value;
}
public String getName() {
return name;
}
public String getValue() {
return value;
}
@Override
public boolean equals(Object obj) {
if (obj instanceof Fact) {
Fact other = (Fact) obj;
return name.equals(other.name) && value.equals(other.value);
}
return false;
}
@Override
public int hashCode() {
return name.hashCode() + value.hashCode();
}
}
class Main {
public static void main(String[] args) {
// 创建推理机
InferenceEngine engine = new InferenceEngine();
// 添加规则
List<Fact> premises1 = new ArrayList<>();
premises1.add(new Fact("hasSymptom", "fever"));
premises1.add(new Fact("hasSymptom", "cough"));
Rule rule1 = new Rule("rule1", premises1, new Fact("hasDisease", "cold"));
engine.addRule(rule1);
List<Fact> premises2 = new ArrayList<>();
premises2.add(new Fact("hasSymptom", "fever"));
premises2.add(new Fact("hasSymptom", "rash"));
Rule rule2 = new Rule("rule2", premises2, new Fact("hasDisease", "measles"));
engine.addRule(rule2);
List<Fact> premises3 = new ArrayList<>();
premises3.add(new Fact("hasSymptom", "cough"));
Rule rule3 = new Rule("rule3", premises3, new Fact("hasDisease", "bronchitis"));
engine.addRule(rule3);
// 添加事实
engine.addFact(new Fact("hasSymptom", "fever"));
engine.addFact(new Fact("hasSymptom", "cough"));
// 执行推理
engine.executeInference();
// 输出结果
List<Fact> facts = engine.getFacts();
for (Fact fact : facts) {
System.out.println(fact.getName() + " = " + fact.getValue());
}
}
}
```
在这个示例中,推理机创建了三个规则,并添加了两个事实。执行推理后,推理机将得出结论"hasDisease = cold",并将其添加到综合数据库中。最后,程序输出了所有的事实。