結果

問題 No.1907 DETERMINATION
ユーザー uwiuwi
提出日時 2023-10-14 17:34:55
言語 Java21
(openjdk 21)
結果
AC  
実行時間 2,530 ms / 4,000 ms
コード長 16,893 bytes
コンパイル時間 4,769 ms
コンパイル使用メモリ 93,356 KB
実行使用メモリ 64,104 KB
最終ジャッジ日時 2024-09-16 11:49:45
合計ジャッジ時間 88,644 ms
ジャッジサーバーID
(参考情報)
judge4 / judge6
このコードへのチャレンジ
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テストケース

テストケース表示
入力 結果 実行時間
実行使用メモリ
testcase_00 AC 70 ms
51,368 KB
testcase_01 AC 69 ms
50,672 KB
testcase_02 AC 69 ms
51,196 KB
testcase_03 AC 71 ms
50,768 KB
testcase_04 AC 72 ms
51,084 KB
testcase_05 AC 72 ms
50,944 KB
testcase_06 AC 71 ms
50,852 KB
testcase_07 AC 935 ms
59,876 KB
testcase_08 AC 668 ms
57,920 KB
testcase_09 AC 873 ms
60,616 KB
testcase_10 AC 1,980 ms
63,888 KB
testcase_11 AC 673 ms
60,720 KB
testcase_12 AC 1,943 ms
63,980 KB
testcase_13 AC 1,787 ms
63,292 KB
testcase_14 AC 1,694 ms
63,408 KB
testcase_15 AC 768 ms
57,620 KB
testcase_16 AC 523 ms
57,508 KB
testcase_17 AC 1,737 ms
63,916 KB
testcase_18 AC 1,473 ms
61,356 KB
testcase_19 AC 273 ms
57,604 KB
testcase_20 AC 1,643 ms
63,936 KB
testcase_21 AC 606 ms
57,640 KB
testcase_22 AC 904 ms
60,896 KB
testcase_23 AC 1,987 ms
63,636 KB
testcase_24 AC 1,039 ms
61,328 KB
testcase_25 AC 73 ms
51,088 KB
testcase_26 AC 1,822 ms
62,688 KB
testcase_27 AC 2,249 ms
64,092 KB
testcase_28 AC 2,251 ms
63,996 KB
testcase_29 AC 2,234 ms
64,040 KB
testcase_30 AC 73 ms
50,704 KB
testcase_31 AC 1,944 ms
63,804 KB
testcase_32 AC 1,915 ms
63,180 KB
testcase_33 AC 1,781 ms
62,408 KB
testcase_34 AC 1,838 ms
62,512 KB
testcase_35 AC 74 ms
51,128 KB
testcase_36 AC 73 ms
51,048 KB
testcase_37 AC 75 ms
50,952 KB
testcase_38 AC 1,799 ms
62,480 KB
testcase_39 AC 1,866 ms
63,360 KB
testcase_40 AC 2,530 ms
63,840 KB
testcase_41 AC 1,878 ms
63,160 KB
testcase_42 AC 2,509 ms
63,864 KB
testcase_43 AC 2,443 ms
63,792 KB
testcase_44 AC 2,180 ms
63,876 KB
testcase_45 AC 2,190 ms
63,892 KB
testcase_46 AC 1,898 ms
63,680 KB
testcase_47 AC 1,839 ms
62,692 KB
testcase_48 AC 1,857 ms
63,136 KB
testcase_49 AC 1,949 ms
64,024 KB
testcase_50 AC 1,879 ms
63,076 KB
testcase_51 AC 1,818 ms
63,164 KB
testcase_52 AC 70 ms
51,096 KB
testcase_53 AC 1,124 ms
60,740 KB
testcase_54 AC 1,119 ms
61,000 KB
testcase_55 AC 70 ms
50,912 KB
testcase_56 AC 1,090 ms
60,928 KB
testcase_57 AC 1,120 ms
60,952 KB
testcase_58 AC 1,286 ms
64,104 KB
testcase_59 AC 1,121 ms
63,448 KB
testcase_60 AC 1,005 ms
62,396 KB
testcase_61 AC 1,501 ms
64,048 KB
testcase_62 AC 1,093 ms
63,160 KB
testcase_63 AC 1,881 ms
63,168 KB
testcase_64 AC 72 ms
51,028 KB
testcase_65 AC 70 ms
50,688 KB
testcase_66 AC 70 ms
50,932 KB
権限があれば一括ダウンロードができます

ソースコード

diff #

package no1xxx;

import java.io.*;
import java.util.ArrayDeque;
import java.util.Arrays;
import java.util.InputMismatchException;
import java.util.Queue;
import java.util.function.IntUnaryOperator;
import java.util.function.LongUnaryOperator;

public class No1907 {
	InputStream is;
	FastWriter out;

	String INPUT = "";


	public void solve()
	{
		final int mod = 998244353;
		int n = ni();
		long[][] M0 = nml(n, n);
		long[][] M1 = nml(n, n);
		long[] res = detLinear(M0, M1);
		for(int i = 0;i <= n;i++){
			out.println(res[i]);
		}
	}

	static final int mod = 998244353;

	// det(M0+M1x) = 1/(det A*det B) * det(A(M0+M1x)B)
	//             = 1/(det A*det B) * det(xI_N+AM_0B)
	long[] detLinear(long[][] M0, long[][] M1)
	{
		int n = M0.length;
		assert M0[0].length == n;
		assert M1.length == n;
		assert M1[0].length == n;

		long con = 1;
		int promote = 0;

		// 行基本変形
		for(int i = 0;i < n;i++){
//			tr(i);
//			for(long[] row : M0){
//				tr(row);
//			}
//			for(long[] row : M1){
//				tr(row);
//			}

			// find pivot
			while(true){
				int pivot = -1;
				for(int j = i;j < n;j++){
					if(M1[j][i] != 0){
						pivot = j;
						break;
					}
				}

				if(pivot == -1) {
					// multiply x
					for(int j = i-1;j >= 0;j--){
						long linv = mod - M1[j][i];
						for(int k = 0;k < n;k++){
							M1[k][i] = (M1[k][i] + M1[k][j] * linv) % mod;
							M0[k][i] = (M0[k][i] + M0[k][j] * linv) % mod;
						}
					}

					for(int j = 0;j < n;j++){
						assert M1[j][i] == 0;
						M1[j][i] = M0[j][i];
						M0[j][i] = 0;
					}

					if (++promote > n)return new long[n + 1];
					continue;
				}

				// swap
				if (pivot != i) {
					long[] tmp = M1[i];
					M1[i] = M1[pivot];
					M1[pivot] = tmp;
					tmp = M0[i];
					M0[i] = M0[pivot];
					M0[pivot] = tmp;
					con = mod - con;
				}
				break;
			}

			// (0 0) (1 5)
			// (-2/4 -3/4) (0 1)
			assert M1[i][i] != 0;

			long inv = invl(M1[i][i], mod);
			con = con * M1[i][i] % mod;
			for(int j = i;j < n;j++){
				M1[i][j] = M1[i][j] * inv % mod;
			}
			for(int j = 0;j < n;j++){
				M0[i][j] = M0[i][j] * inv % mod;
			}

			for (int j = i + 1; j < n; j++) {
				long mul = mod - M1[j][i];
				M1[j][i] = 0;
				for (int k = i + 1; k < n; k++) {
					M1[j][k] = (M1[j][k] + M1[i][k] * mul) % mod;
				}
				for (int k = 0; k < n; k++) {
					M0[j][k] = (M0[j][k] + M0[i][k] * mul) % mod;
				}
			}
		}

		for(int i = 0;i < n;i++){
			for(int j = i+1;j < n;j++){
				long mul = mod - M1[i][j];
				M1[i][j] = 0;
				for(int k = 0;k < n;k++){
					M0[k][j] = (M0[k][j] + M0[k][i] * mul) % mod;
				}
			}
		}

		for(int i = 0;i < n;i++){
			for(int j = 0;j < n;j++){
				M0[i][j] = mod - M0[i][j];
			}
		}

		long[] res = calculateCharacteristicPolynomial(reduceToHessenbergMatrix(M0, mod), mod);
		long[] ret = new long[res.length];
		for(int i = promote;i < res.length;i++){
			ret[i-promote] = res[i] * con % mod;
		}
		return ret;
	}

	public static long[][] reduceToHessenbergMatrix(long[][] a, int mod)
	{
		int n = a.length;
		if(n == 0)return new long[0][];
		assert n == a[0].length;
		for(int i = 0;i < n-1;i++){
			for(int j = i+1;j < n;j++){
				if(a[j][i] != 0){
					long[] d = a[j]; a[j] = a[i+1]; a[i+1] = d;
					for(int k = 0;k < n;k++){
						long t = a[k][j]; a[k][j] = a[k][i+1]; a[k][i+1] = t;
					}

					long inv = invl(a[i+1][i], mod);
					for(int k = i+2;k < n;k++){
						if(a[k][i] == 0)continue;
						long invq = a[k][i] * inv % mod;
						a[k][i] = 0;
						for(int l = i+1;l < n;l++){
							a[k][l] -= invq * a[i+1][l];
							a[k][l] %= mod;
							if(a[k][l] < 0)a[k][l] += mod;
						}
						for(int l = 0;l < n;l++){
							a[l][i+1] += invq * a[l][k];
							a[l][i+1] %= mod;
						}
					}
					break;
				}
			}
		}
		return a;
	}


	/**
	 * Hessenberg行列hから特性多項式を求める。
	 * reduceToHessenbergMatrixとあわせると任意の行列に対して行える。
	 *
	 * seeのAlgorithm 2のindex=nを忠実に実装。
	 * @see https://ipsen.math.ncsu.edu/ps/charpoly3.pdf
	 * @param h
	 * @param mod
	 * @return モニックな特性多項式
	 * @verified https://judge.yosupo.jp/problem/characteristic_polynomial
	 */
	public static long[] calculateCharacteristicPolynomial(long[][] h, int mod)
	{
		int n = h.length;
		if(n == 0)return new long[]{1L};
		assert h[0].length == n;
		for(int i = 0;i < n;i++){
			for(int j = i+2;j < n;j++){
				assert h[j][i] == 0;
			}
		}

		long[][] c = new long[n][n];
		c[0][0] = mod - h[0][0];
		if(c[0][0] == mod)c[0][0] = 0;
		if(n == 1)return new long[]{c[0][0], 1};
		c[1][0] = c[0][0] - h[1][1];
		if(c[1][0] < 0)c[1][0] += mod;
		c[1][1] = (h[0][0] * h[1][1] - h[0][1] * h[1][0]) % mod;
		if(c[1][1] < 0)c[1][1] += mod;

		final long big = (Long.MAX_VALUE / mod / mod - 1) *mod*mod;
		for(int i = 2;i < n;i++){
			c[i][0] = c[i-1][0] - h[i][i];
			if(c[i][0] < 0)c[i][0] += mod;
			for(int j = 1;j <= i;j++){
				c[i][j] = c[i-1][j] - h[i][i] * c[i-1][j-1];
				long q = 1;
				for(int k = 1;k <= j;k++){
					q = q * h[i-k+1][i-k] % mod;
					c[i][j] -= h[i-k][i] * q % mod * (k == j ? 1 : c[i-k-1][j-k-1]);
					if(c[i][j] < -big)c[i][j] += big;
				}
				c[i][j] %= mod;
				if(c[i][j] < 0)c[i][j] += mod;
			}
		}
		long[] ret = new long[n+1];
		for(int i = 0;i < n;i++)ret[i] = c[n-1][n-1-i];
		ret[n] = 1;
		return ret;
	}


	public static long invl(long a, long mod) {
		long b = mod;
		long p = 1, q = 0;
		while (b > 0) {
			long c = a / b;
			long d;
			d = a;
			a = b;
			b = d % b;
			d = p;
			p = q;
			q = d - c * q;
		}
		return p < 0 ? p + mod : p;
	}


	public static void main(String[] args) {
		new No1907().run();
	}

	public void run()
	{
		long S = System.currentTimeMillis();
		is = INPUT.isEmpty() ? System.in : new ByteArrayInputStream(INPUT.getBytes());
		out = new FastWriter(System.out);

		solve();
		out.flush();
		long G = System.currentTimeMillis();
		tr(G-S+"ms");
		//		Thread t = new Thread(null, null, "~", Runtime.getRuntime().maxMemory()){
		//			@Override
		//			public void run() {
		//				long s = System.currentTimeMillis();
		//				solve();
		//				out.flush();
		//				if(!INPUT.isEmpty())tr(System.currentTimeMillis()-s+"ms");
		//			}
		//		};
		//		t.start();
		//		t.join();
	}

	private boolean eof()
	{
		if(lenbuf == -1)return true;
		int lptr = ptrbuf;
		while(lptr < lenbuf)if(!isSpaceChar(inbuf[lptr++]))return false;

		try {
			is.mark(1000);
			while(true){
				int b = is.read();
				if(b == -1){
					is.reset();
					return true;
				}else if(!isSpaceChar(b)){
					is.reset();
					return false;
				}
			}
		} catch (IOException e) {
			return true;
		}
	}

	private final byte[] inbuf = new byte[1024];
	public int lenbuf = 0, ptrbuf = 0;

	private int readByte()
	{
		if(lenbuf == -1)throw new InputMismatchException();
		if(ptrbuf >= lenbuf){
			ptrbuf = 0;
			try { lenbuf = is.read(inbuf); } catch (IOException e) { throw new InputMismatchException(); }
			if(lenbuf <= 0)return -1;
		}
		return inbuf[ptrbuf++];
	}

	private boolean isSpaceChar(int c) { return !(c >= 33 && c <= 126); }
	//	private boolean isSpaceChar(int c) { return !(c >= 32 && c <= 126); }
	private int skip() { int b; while((b = readByte()) != -1 && isSpaceChar(b)); return b; }

	private double nd() { return Double.parseDouble(ns()); }
	private char nc() { return (char)skip(); }

	private String ns()
	{
		int b = skip();
		StringBuilder sb = new StringBuilder();
		while(!(isSpaceChar(b))){
			sb.appendCodePoint(b);
			b = readByte();
		}
		return sb.toString();
	}

	private char[] ns(int n)
	{
		char[] buf = new char[n];
		int b = skip(), p = 0;
		while(p < n && !(isSpaceChar(b))){
			buf[p++] = (char)b;
			b = readByte();
		}
		return n == p ? buf : Arrays.copyOf(buf, p);
	}

	private char[][] nm(int n, int m)
	{
		char[][] map = new char[n][];
		for(int i = 0;i < n;i++)map[i] = ns(m);
		return map;
	}

	private int[][] nmi(int n, int m)
	{
		int[][] map = new int[n][];
		for(int i = 0;i < n;i++)map[i] = na(m);
		return map;
	}

	private long[][] nml(int n, int m)
	{
		long[][] map = new long[n][];
		for(int i = 0;i < n;i++)map[i] = nal(m);
		return map;
	}

	private int[] na(int n)
	{
		int[] a = new int[n];
		for(int i = 0;i < n;i++)a[i] = ni();
		return a;
	}

	private long[] nal(int n)
	{
		long[] a = new long[n];
		for(int i = 0;i < n;i++)a[i] = nl();
		return a;
	}

	private int ni()
	{
		int num = 0, b;
		boolean minus = false;
		while((b = readByte()) != -1 && !((b >= '0' && b <= '9') || b == '-'));
		if(b == '-'){
			minus = true;
			b = readByte();
		}

		while(true){
			if(b >= '0' && b <= '9'){
				num = num * 10 + (b - '0');
			}else{
				return minus ? -num : num;
			}
			b = readByte();
		}
	}

	private long nl()
	{
		long num = 0;
		int b;
		boolean minus = false;
		while((b = readByte()) != -1 && !((b >= '0' && b <= '9') || b == '-'));
		if(b == '-'){
			minus = true;
			b = readByte();
		}

		while(true){
			if(b >= '0' && b <= '9'){
				num = num * 10 + (b - '0');
			}else{
				return minus ? -num : num;
			}
			b = readByte();
		}
	}

	public static class FastWriter
	{
		private static final int BUF_SIZE = 1<<13;
		private final byte[] buf = new byte[BUF_SIZE];
		private final OutputStream out;
		private int ptr = 0;

		private FastWriter(){out = null;}

		public FastWriter(OutputStream os)
		{
			this.out = os;
		}

		public FastWriter(String path)
		{
			try {
				this.out = new FileOutputStream(path);
			} catch (FileNotFoundException e) {
				throw new RuntimeException("FastWriter");
			}
		}

		public FastWriter write(byte b)
		{
			buf[ptr++] = b;
			if(ptr == BUF_SIZE)innerflush();
			return this;
		}

		public FastWriter write(char c)
		{
			return write((byte)c);
		}

		public FastWriter write(char[] s)
		{
			for(char c : s){
				buf[ptr++] = (byte)c;
				if(ptr == BUF_SIZE)innerflush();
			}
			return this;
		}

		public FastWriter write(String s)
		{
			s.chars().forEach(c -> {
				buf[ptr++] = (byte)c;
				if(ptr == BUF_SIZE)innerflush();
			});
			return this;
		}

		private static int countDigits(int l) {
			if (l >= 1000000000) return 10;
			if (l >= 100000000) return 9;
			if (l >= 10000000) return 8;
			if (l >= 1000000) return 7;
			if (l >= 100000) return 6;
			if (l >= 10000) return 5;
			if (l >= 1000) return 4;
			if (l >= 100) return 3;
			if (l >= 10) return 2;
			return 1;
		}

		public FastWriter write(int x)
		{
			if(x == Integer.MIN_VALUE){
				return write((long)x);
			}
			if(ptr + 12 >= BUF_SIZE)innerflush();
			if(x < 0){
				write((byte)'-');
				x = -x;
			}
			int d = countDigits(x);
			for(int i = ptr + d - 1;i >= ptr;i--){
				buf[i] = (byte)('0'+x%10);
				x /= 10;
			}
			ptr += d;
			return this;
		}

		private static int countDigits(long l) {
			if (l >= 1000000000000000000L) return 19;
			if (l >= 100000000000000000L) return 18;
			if (l >= 10000000000000000L) return 17;
			if (l >= 1000000000000000L) return 16;
			if (l >= 100000000000000L) return 15;
			if (l >= 10000000000000L) return 14;
			if (l >= 1000000000000L) return 13;
			if (l >= 100000000000L) return 12;
			if (l >= 10000000000L) return 11;
			if (l >= 1000000000L) return 10;
			if (l >= 100000000L) return 9;
			if (l >= 10000000L) return 8;
			if (l >= 1000000L) return 7;
			if (l >= 100000L) return 6;
			if (l >= 10000L) return 5;
			if (l >= 1000L) return 4;
			if (l >= 100L) return 3;
			if (l >= 10L) return 2;
			return 1;
		}

		public FastWriter write(long x)
		{
			if(x == Long.MIN_VALUE){
				return write("" + x);
			}
			if(ptr + 21 >= BUF_SIZE)innerflush();
			if(x < 0){
				write((byte)'-');
				x = -x;
			}
			int d = countDigits(x);
			for(int i = ptr + d - 1;i >= ptr;i--){
				buf[i] = (byte)('0'+x%10);
				x /= 10;
			}
			ptr += d;
			return this;
		}

		public FastWriter write(double x, int precision)
		{
			if(x < 0){
				write('-');
				x = -x;
			}
			x += Math.pow(10, -precision)/2;
			//		if(x < 0){ x = 0; }
			write((long)x).write(".");
			x -= (long)x;
			for(int i = 0;i < precision;i++){
				x *= 10;
				write((char)('0'+(int)x));
				x -= (int)x;
			}
			return this;
		}

		public FastWriter writeln(char c){ return write(c).writeln(); }
		public FastWriter writeln(int x){ return write(x).writeln(); }
		public FastWriter writeln(long x){ return write(x).writeln(); }
		public FastWriter writeln(double x, int precision){ return write(x, precision).writeln(); }

		public FastWriter write(int... xs)
		{
			boolean first = true;
			for(int x : xs) {
				if (!first) write(' ');
				first = false;
				write(x);
			}
			return this;
		}

		public FastWriter write(long... xs)
		{
			boolean first = true;
			for(long x : xs) {
				if (!first) write(' ');
				first = false;
				write(x);
			}
			return this;
		}

		public FastWriter write(IntUnaryOperator f, int... xs)
		{
			boolean first = true;
			for(int x : xs) {
				if (!first) write(' ');
				first = false;
				write(f.applyAsInt(x));
			}
			return this;
		}

		public FastWriter write(LongUnaryOperator f, long... xs)
		{
			boolean first = true;
			for(long x : xs) {
				if (!first) write(' ');
				first = false;
				write(f.applyAsLong(x));
			}
			return this;
		}

		public FastWriter writeln()
		{
			return write((byte)'\n');
		}

		public FastWriter writeln(int... xs) { return write(xs).writeln(); }
		public FastWriter writeln(long... xs) { return write(xs).writeln(); }
		public FastWriter writeln(IntUnaryOperator f, int... xs) { return write(f, xs).writeln(); }
		public FastWriter writeln(LongUnaryOperator f, long... xs) { return write(f, xs).writeln(); }
		public FastWriter writeln(char[] line) { return write(line).writeln(); }
		public FastWriter writeln(char[]... map) { for(char[] line : map)write(line).writeln();return this; }
		public FastWriter writeln(String s) { return write(s).writeln(); }

		private void innerflush()
		{
			try {
				out.write(buf, 0, ptr);
				ptr = 0;
			} catch (IOException e) {
				throw new RuntimeException("innerflush");
			}
		}

		public void flush()
		{
			innerflush();
			try {
				out.flush();
			} catch (IOException e) {
				throw new RuntimeException("flush");
			}
		}

		public FastWriter print(byte b) { return write(b); }
		public FastWriter print(char c) { return write(c); }
		public FastWriter print(char[] s) { return write(s); }
		public FastWriter print(String s) { return write(s); }
		public FastWriter print(int x) { return write(x); }
		public FastWriter print(long x) { return write(x); }
		public FastWriter print(double x, int precision) { return write(x, precision); }
		public FastWriter println(char c){ return writeln(c); }
		public FastWriter println(int x){ return writeln(x); }
		public FastWriter println(long x){ return writeln(x); }
		public FastWriter println(double x, int precision){ return writeln(x, precision); }
		public FastWriter print(int... xs) { return write(xs); }
		public FastWriter print(long... xs) { return write(xs); }
		public FastWriter print(IntUnaryOperator f, int... xs) { return write(f, xs); }
		public FastWriter print(LongUnaryOperator f, long... xs) { return write(f, xs); }
		public FastWriter println(int... xs) { return writeln(xs); }
		public FastWriter println(long... xs) { return writeln(xs); }
		public FastWriter println(IntUnaryOperator f, int... xs) { return writeln(f, xs); }
		public FastWriter println(LongUnaryOperator f, long... xs) { return writeln(f, xs); }
		public FastWriter println(char[] line) { return writeln(line); }
		public FastWriter println(char[]... map) { return writeln(map); }
		public FastWriter println(String s) { return writeln(s); }
		public FastWriter println() { return writeln(); }
	}

	public static void trnz(int... o)
	{
		for(int i = 0;i < o.length;i++)if(o[i] != 0)System.out.print(i+":"+o[i]+" ");
		System.out.println();
	}

	// print ids which are 1
	public static void trt(long... o)
	{
		Queue<Integer> stands = new ArrayDeque<>();
		for(int i = 0;i < o.length;i++){
			for(long x = o[i];x != 0;x &= x-1)stands.add(i<<6|Long.numberOfTrailingZeros(x));
		}
		System.out.println(stands);
	}

	public static void tf(boolean... r)
	{
		for(boolean x : r)System.out.print(x?'#':'.');
		System.out.println();
	}

	public static void tf(boolean[]... b)
	{
		for(boolean[] r : b) {
			for(boolean x : r)System.out.print(x?'#':'.');
			System.out.println();
		}
		System.out.println();
	}

	public void tf(long[]... b)
	{
		if(INPUT.length() != 0) {
			for (long[] r : b) {
				for (long x : r) {
					for (int i = 0; i < 64; i++) {
						System.out.print(x << ~i < 0 ? '#' : '.');
					}
				}
				System.out.println();
			}
			System.out.println();
		}
	}

	public void tf(long... b)
	{
		if(INPUT.length() != 0) {
			for (long x : b) {
				for (int i = 0; i < 64; i++) {
					System.out.print(x << ~i < 0 ? '#' : '.');
				}
			}
			System.out.println();
		}
	}

	private void tr(Object... o) { if(INPUT.length() != 0)System.out.println(Arrays.deepToString(o)); }
}
0