C++ を使用して効率的な知識推論と知識表現を行うにはどうすればよいですか?

#include  #include  // 定义谓词类 class Predicate { public: std::string name; // 谓词名称 std::vector args; // 谓词的参数 // 构造函数 Predicate(std::string n, std::vector a) : name(n), args(a) { } // 打印谓词 void print() { std::cout << name << "("; for (int i = 0; i < args.size(); i++) { std::cout << args[i]; if (i < args.size() - 1) { std::cout << ", "; } } std::cout << ")" << std::endl; } }; int main() { // 创建谓词实例 std::vector arg1 = {"A", "B"}; Predicate p1("foo", arg1); std::vector arg2 = {"C"}; Predicate p2("bar", arg2); // 打印谓词 p1.print(); p2.print(); return 0; }

#include  #include  // 前向推理规则类 class Rule { public: Predicate condition; // 规则的条件 Predicate conclusion; // 规则的结论 // 构造函数 Rule(Predicate c, Predicate co) : condition(c), conclusion(co) { } // 判断规则是否适用 bool isApplicable(std::vector knowledgeBase) { for (Predicate p : knowledgeBase) { if (p.name == condition.name && p.args == condition.args) { return true; } } return false; } }; int main() { // 创建推理规则和知识库 std::vector knowledgeBase; std::vector rules; std::vector arg1 = {"A", "B"}; Predicate p1("foo", arg1); std::vector arg2 = {"C"}; Predicate p2("bar", arg2); knowledgeBase.push_back(p1); rules.push_back(Rule(p1, p2)); // 进行前向推理 for (Rule r : rules) { if (r.isApplicable(knowledgeBase)) { knowledgeBase.push_back(r.conclusion); } } // 打印推理结果 for (Predicate p : knowledgeBase) { p.print(); } return 0; }