This program makes a AI Logical network for 2 unary logical gates.

UnaryAI.java

import java.util.ArrayList;
import java.util.HashMap;
import java.util.Map;

public class UnaryAI {
    /*
    * AI using Unary Logical Gates
    * Dataset in hashmap goes to a train function, iterate to PatternFinder, test
    */
    public static void main(String[] args) {
        HashMap<String,String> dataset = new HashMap<String,String>() { // Input,Output
            {
                put("true","false");
            }
        };
        // Train, put LogicalGatesMap in a variable
        ArrayList<String> LGM = train(dataset);
        System.out.println(process("false", LGM)); // should return true, based on the rule that was detected
    }
    public static ArrayList<String> train(HashMap<String,String> dataset) {
        ArrayList<String> instructions = new ArrayList<String>();
        for (Map.Entry<String, String> set : dataset.entrySet()) { 
            if(Boolean.valueOf(set.getKey()) != Boolean.valueOf(set.getValue())) {
                instructions.add("NOT"); // unary not gate instruction
            }else {
                instructions.add("NULL"); // unary null gate instruction
            }
        }
        return instructions;
    }
    public static boolean process(String input, ArrayList<String> LGM) {
        if(LGM.contains("NOT")) {
            return ! Boolean.valueOf(input);
        }else {
            return Boolean.valueOf(input);
        }
    }
}