Dadas N equações modulares: Um? x1mod(m1) . . Um? xnmod(mn) Encontre x na equação Um? xmod(m1*m2*m3..*mn) onde estoueué primo ou uma potência de um primo e i assume valores de 1 a n. A entrada é fornecida como duas matrizes, sendo a primeira uma matriz contendo valores de cada xeue a segunda matriz contendo o conjunto de valores de cada primo. eueuProduza um número inteiro para o valor de x na equação final.
como converter uma string em um int
Exemplos:
Consider the two equations A ? 2mod(3) A ? 3mod(5) Input : 2 3 3 5 Output : 8 Consider the four equations A ? 3mod(4) A ? 4mod(7) A ? 1mod(9) (32) A ? 0mod(11) Input : 3 4 1 0 4 7 9 11 Output : 1243
Explicação: Nosso objetivo é resolver essas equações duas de cada vez. Pegamos as duas primeiras equações, combinamos e usamos esse resultado para combinar com a terceira equação e assim por diante. O processo de combinação de duas equações é explicado a seguir, tomando o exemplo 2 como referência:
- Um? 3mod(4) e A ? 4mod(7) são as duas equações que nos são fornecidas inicialmente. Deixe a equação resultante ser algum A? xmod(m1* m2).
- UMé dado por m1'*m1*x+m'*m*x1onde estou1' = inverso modular de m1módulo me eu' = inverso modular de mmódulo m1
- Podemos calcular o inverso modular usando algoritmo euclidiano estendido.
- Encontramos xser ummoda (m1* m2)
- Obtemos que nossa nova equação seja A? 11mod(28) onde A é 95
- Tentamos agora combinar isto com a equação 3 e por um método semelhante obtemos A ? 235mod(252) onde A = 2503
- E finalmente, combinando isso com a equação 4, obtemos A? 1243mod(2772) onde A = 59455 ex = 1243
Observamos que 2772 é corretamente igual a 4 * 7 * 9 * 11. Assim, encontramos o valor de x para a equação final. Você pode consultar Algoritmo Euclidiano Estendido e Inverso multiplicativo modular para obter informações adicionais sobre esses tópicos.
C++// C++ program to combine modular equations // using Chinese Remainder Theorem #include using namespace std; // function that implements Extended euclidean // algorithm vector<int> extended_euclidean(int aint b){ if(a == 0){ vector<int> temp; temp.push_back(b); temp.push_back(0); temp.push_back(1); return temp; } else{ vector<int> temp(3); temp= extended_euclidean(b % a a); int g = temp[0]; int y = temp[1]; int x = temp[2]; temp[0] = g; temp[1] = x - ((b/a) * y); temp[2] = y; return temp; } vector<int> temp; return temp; } // modular inverse driver function int modinv(int aint m){ vector<int> temp(3); temp = extended_euclidean(a m); int g = temp[0]; int x = temp[1]; int y = temp[2]; // Since we are taking the modulo of // negative numbers so to have positive // output of the modulo we use this formula. int ans = x - (floor(x/(float)m) * m); return ans; } // function implementing Chinese remainder theorem // list m contains all the modulii // list x contains the remainders of the equations int crt(vector<int> &mvector<int> & x) { // We run this loop while the list of // remainders has length greater than 1 while(1) { // temp1 will contain the new value // of A. which is calculated according // to the equation m1' * m1 * x0 + m0' // * m0 * x1 int var1 = (modinv(m[1]m[0])); int var2 = (modinv(m[0]m[1]) ); // cout << var1 << ' ' << var2 << endl; int temp1 = (modinv(m[1]m[0])) * x[0] * m[1] + (modinv(m[0]m[1]) )* x[1] * m[0]; // temp2 contains the value of the modulus // in the new equation which will be the // product of the modulii of the two // equations that we are combining int temp2 = m[0] * m[1]; // cout << temp1<< ' '< // we then remove the first two elements // from the list of remainders and replace // it with the remainder value which will // be temp1 % temp2 x.erase(x.begin()); x.erase(x.begin()); x.insert(x.begin() temp1%temp2); //we then remove the first two values from //the list of modulii as we no longer require // them and simply replace them with the new // modulii that we calculated m.erase(m.begin()); m.erase(m.begin()); m.insert(m.begin() temp2); // once the list has only one element left // we can break as it will only contain // the value of our final remainder if(x.size()== 1){ break; } } // returns the remainder of the final equation return x[0]; } // driver segment int main(){ vector<int> m = {4 7 9 11}; vector<int> x = {3 4 1 0}; cout << crt(m x) << endl; return 0; } // The code is contributed by Gautam goel (gautamgoe962)
Java // Java program to implement the Chinese Remainder Theorem import java.util.ArrayList; import java.math.BigInteger; public class ChineseRemainderTheorem { // Function to calculate the modular inverse of a and m public static BigInteger modinv(BigInteger a BigInteger m) { BigInteger m0 = m; BigInteger y = BigInteger.ZERO; BigInteger x = BigInteger.ONE; if (m.equals(BigInteger.ONE)) return BigInteger.ZERO; while (a.compareTo(BigInteger.ONE) == 1) { BigInteger q = a.divide(m); BigInteger t = m; m = a.mod(m); a = t; t = y; y = x.subtract(q.multiply(y)); x = t; } if (x.compareTo(BigInteger.ZERO) == -1) x = x.add(m0); return x; } // Function to implement the Chinese Remainder Theorem public static BigInteger crt(ArrayList<BigInteger> m ArrayList<BigInteger> x) { BigInteger M = BigInteger.ONE; for (int i = 0; i < m.size(); i++) { M = M.multiply(m.get(i)); } BigInteger result = BigInteger.ZERO; for (int i = 0; i < m.size(); i++) { BigInteger Mi = M.divide(m.get(i)); BigInteger MiInv = modinv(Mi m.get(i)); result = result.add(x.get(i).multiply(Mi).multiply(MiInv)); } return result.mod(M); } public static void main(String[] args) { ArrayList<BigInteger> m = new ArrayList<>(); ArrayList<BigInteger> x = new ArrayList<>(); m.add(BigInteger.valueOf(4)); m.add(BigInteger.valueOf(7)); m.add(BigInteger.valueOf(9)); m.add(BigInteger.valueOf(11)); x.add(BigInteger.valueOf(3)); x.add(BigInteger.valueOf(4)); x.add(BigInteger.valueOf(1)); x.add(BigInteger.valueOf(0)); System.out.println(crt(m x)); } } // This code is contributed by Vikram_Shirsat
Python # Python 2.x program to combine modular equations # using Chinese Remainder Theorem # function that implements Extended euclidean # algorithm def extended_euclidean(a b): if a == 0: return (b 0 1) else: g y x = extended_euclidean(b % a a) return (g x - (b // a) * y y) # modular inverse driver function def modinv(a m): g x y = extended_euclidean(a m) return x % m # function implementing Chinese remainder theorem # list m contains all the modulii # list x contains the remainders of the equations def crt(m x): # We run this loop while the list of # remainders has length greater than 1 while True: # temp1 will contain the new value # of A. which is calculated according # to the equation m1' * m1 * x0 + m0' # * m0 * x1 temp1 = modinv(m[1]m[0]) * x[0] * m[1] + modinv(m[0]m[1]) * x[1] * m[0] # temp2 contains the value of the modulus # in the new equation which will be the # product of the modulii of the two # equations that we are combining temp2 = m[0] * m[1] # we then remove the first two elements # from the list of remainders and replace # it with the remainder value which will # be temp1 % temp2 x.remove(x[0]) x.remove(x[0]) x = [temp1 % temp2] + x # we then remove the first two values from # the list of modulii as we no longer require # them and simply replace them with the new # modulii that we calculated m.remove(m[0]) m.remove(m[0]) m = [temp2] + m # once the list has only one element left # we can break as it will only contain # the value of our final remainder if len(x) == 1: break # returns the remainder of the final equation return x[0] # driver segment m = [4 7 9 11] x = [3 4 1 0] print crt(m x)
C# using System; using System.Collections; using System.Collections.Generic; using System.Linq; // C# program to combine modular equations // using Chinese Remainder Theorem class HelloWorld { // function that implements Extended euclidean // algorithm public static List<int> extended_euclidean(int aint b){ if(a == 0){ List<int> temp = new List<int>(); temp.Add(b); temp.Add(0); temp.Add(1); return temp; } else{ List<int> temp = new List<int>(); temp.Add(0); temp.Add(0); temp.Add(0); temp= extended_euclidean(b % a a); int g = temp[0]; int y = temp[1]; int x = temp[2]; temp[0] = g; temp[1] = x - ((b/a) * y); temp[2] = y; return temp; } List<int> temp1 = new List<int>(); return temp1; } // modular inverse driver function public static double modinv(int aint m){ List<int> temp = new List<int>(); temp.Add(0); temp.Add(0); temp.Add(0); temp = extended_euclidean(a m); int g = temp[0]; int x = temp[1]; int y = temp[2]; // Since we are taking the modulo of // negative numbers so to have positive // output of the modulo we use this formula. double val = Math.Floor(((double)x/(double)m)); double ans = x - (val * m); return ans; } // function implementing Chinese remainder theorem // list m contains all the modulii // list x contains the remainders of the equations public static int crt(List<int> mList<int> x) { // We run this loop while the list of // remainders has length greater than 1 while(true) { // temp1 will contain the new value // of A. which is calculated according // to the equation m1' * m1 * x0 + m0' // * m0 * x1 double var1 = (modinv(m[1]m[0])); double var2 = (modinv(m[0]m[1])); // cout << var1 << ' ' << var2 << endl; double temp1 = (modinv(m[1]m[0])) * x[0] * m[1] + (modinv(m[0]m[1]) )* x[1] * m[0]; // temp2 contains the value of the modulus // in the new equation which will be the // product of the modulii of the two // equations that we are combining int temp2 = m[0] * m[1]; // cout << temp1<< ' '< // we then remove the first two elements // from the list of remainders and replace // it with the remainder value which will // be temp1 % temp2 x.RemoveAt(0); x.RemoveAt(0); x.Insert(0 (int)temp1%(int)temp2); //we then remove the first two values from //the list of modulii as we no longer require // them and simply replace them with the new // modulii that we calculated m.RemoveAt(0); m.RemoveAt(0); m.Insert(0 temp2); // once the list has only one element left // we can break as it will only contain // the value of our final remainder if(x.Count == 1){ break; } } // returns the remainder of the final equation return x[0]; } static void Main() { List<int> m = new List<int>(){ 4 7 9 11 }; List<int> x = new List<int> (){ 3 4 1 0 }; Console.WriteLine(crt(m x)); } } // The code is contributed by Nidhi goel.
JavaScript // JavaScript program to combine modular equations // using Chinese Remainder Theorem // function that implements Extended euclidean // algorithm function extended_euclidean(a b){ if(a == 0){ let temp = [b 0 1]; return temp; } else{ let temp= extended_euclidean(b % a a); let g = temp[0]; let y = temp[1]; let x = temp[2]; temp[0] = g; temp[1] = x - (Math.floor(b/a) * y); temp[2] = y; return temp; } let temp; return temp; } // modular inverse driver function function modinv(a m){ let temp = extended_euclidean(a m); let g = temp[0]; let x = temp[1]; let y = temp[2]; // Since we are taking the modulo of // negative numbers so to have positive // output of the modulo we use this formula. let ans = x - (Math.floor(x/m) * m); return ans; } // function implementing Chinese remainder theorem // list m contains all the modulii // list x contains the remainders of the equations function crt(m x) { // We run this loop while the list of // remainders has length greater than 1 while(1) { // temp1 will contain the new value // of A. which is calculated according // to the equation m1' * m1 * x0 + m0' // * m0 * x1 let var1 = (modinv(m[1]m[0])); let var2 = (modinv(m[0]m[1]) ); // cout << var1 << ' ' << var2 << endl; let temp1 = (modinv(m[1]m[0])) * x[0] * m[1] + (modinv(m[0]m[1]) )* x[1] * m[0]; // temp2 contains the value of the modulus // in the new equation which will be the // product of the modulii of the two // equations that we are combining let temp2 = m[0] * m[1]; // cout << temp1<< ' '< // we then remove the first two elements // from the list of remainders and replace // it with the remainder value which will // be temp1 % temp2 x.shift(); x.shift(); x.unshift(temp1 % temp2); //we then remove the first two values from //the list of modulii as we no longer require // them and simply replace them with the new // modulii that we calculated m.shift(); m.shift(); m.unshift(temp2); // once the list has only one element left // we can break as it will only contain // the value of our final remainder if(x.length== 1){ break; } } // returns the remainder of the final equation return x[0]; } // driver segment let m = [4 7 9 11]; let x = [3 4 1 0]; console.log(crt(m x)); // The code is contributed by phasing17
Saída:
1243
Complexidade de tempo: O(l) onde l é o tamanho da lista restante.
Complexidade Espacial: O(1) pois não estamos usando nenhum espaço extra.
Este teorema e algoritmo tem excelentes aplicações. Uma aplicação muito útil é calcularnCR% m onde m não é um número primo e Teorema de Lucas não pode ser aplicado diretamente. Nesse caso, podemos calcular os fatores primos de m e usar os fatores primos um por um como módulo em nossonCR% m equação que podemos calcular usando o Teorema de Lucas e então combinar as equações resultantes usando o Teorema do Resto Chinês mostrado acima.
Criar questionário