Linear Garden
Precompute Valid Completions Define F[ ][b] = number of valid binary sequences of length starting from balance b, such that the balance stays within [-K, K] at every step. Recurrence: F[ ][b] = F[ -1][b+1] + F[ -1][b-...
Problem Statement
Rendered from the "Problem Statement" section in the LaTeX write-up.
A garden path of length $N$ consists of segments, each either L (left, $+1$) or R (right, $-1$). A sequence is valid if the running balance (cumulative sum) stays within $[-K, K]$ at every prefix. Given a valid sequence $S$, count the number of valid sequences lexicographically $\le S$, modulo $M$.
Editorial
The solution write-up is rendered from the LaTeX source, with equations kept live through MathJax.
Solution
Precompute Valid Completions
Define $F[\ell][b]$ = number of valid binary sequences of length $\ell$ starting from balance $b$, such that the balance stays within $[-K, K]$ at every step. Recurrence: \[ F[\ell][b] = F[\ell-1][b+1] + F[\ell-1][b-1], \] where $F[\ell][b] = 0$ if $|b| > K$, and $F[0][b] = 1$ for $|b| \le K$.
Since $b \in [-K, K]$, we shift indices: let $b' = b + K \in [0, 2K]$.
Lexicographic Counting
Process $S$ from left to right, maintaining the current balance $b = 0$.
At position $i$, if $S[i] = \texttt{R}$: the smaller choice
L(balance $b+1$) is lexicographically smaller. If $|b+1| \le K$, add $F[N-i-1][b+1]$ to the answer (the number of valid completions of length $N-i-1$ from balance $b+1$).Update balance: $b \gets b + 1$ if $S[i] = \texttt{L}$, or $b \gets b - 1$ if $S[i] = \texttt{R}$.
If $|b| > K$, the prefix is invalid; stop.
Finally, add 1 for $S$ itself (if valid).
Complexity
Time: $O(NK)$ for precomputing $F$, $O(N)$ for the counting sweep. With $K$ constant, total is $O(N)$.
Space: $O(NK)$, or $O(K)$ with rolling arrays.
C++ Solution
#include <bits/stdc++.h>
using namespace std;
int main(){
ios::sync_with_stdio(false);
cin.tie(nullptr);
int N, M, K;
cin >> N >> M >> K;
string S;
cin >> S;
// F[len][b+K] = valid sequences of length len from balance b
int states = 2 * K + 1;
vector<vector<long long>> F(N + 1, vector<long long>(states, 0));
for (int b = 0; b < states; b++) F[0][b] = 1;
for (int len = 1; len <= N; len++) {
for (int b = 0; b < states; b++) {
F[len][b] = 0;
if (b + 1 < states) F[len][b] = (F[len][b] + F[len-1][b+1]) % M;
if (b - 1 >= 0) F[len][b] = (F[len][b] + F[len-1][b-1]) % M;
}
}
long long ans = 0;
int balance = 0;
bool valid = true;
for (int i = 0; i < N && valid; i++) {
if (S[i] == 'R') {
// Smaller choice: L (balance + 1)
int newBal = balance + 1;
if (abs(newBal) <= K) {
int remaining = N - i - 1;
ans = (ans + F[remaining][newBal + K]) % M;
}
balance--; // take the R
} else {
// S[i] = 'L', no smaller option
balance++;
}
if (abs(balance) > K) valid = false;
}
if (valid) ans = (ans + 1) % M; // count S itself
cout << ans << "\n";
return 0;
}
Notes
This solution combines two standard techniques:
Constrained-path counting DP: equivalent to counting lattice paths that stay within horizontal barriers.
Lexicographic rank computation: at each position, count valid completions of the ``smaller'' choice and accumulate.
The DP $F[\ell][b]$ correctly enforces the balance constraint at every intermediate step (not just the endpoints), because the recurrence only allows transitions to adjacent balance values within $[-K, K]$.
Code
C++ solution used for this page.
#include <bits/stdc++.h>
using namespace std;
int main(){
ios::sync_with_stdio(false);
cin.tie(nullptr);
int N, M, K;
// K is the balance bound (e.g., K=2 in the IOI problem)
// M is the modulus
cin >> N >> M >> K;
string S;
cin >> S;
// Balance: L = +1, R = -1
// Constraint: balance at every position is in [-K, K]
// Precompute f[len][balance] = number of valid sequences of length len
// starting from balance b, all intermediate balances in [-K, K]
// f[0][b] = 1 for all valid b
// f[len][b] = f[len-1][b+1] + f[len-1][b-1] (if b+1 and b-1 in range)
int offset = K; // shift so indices are 0..2K
int states = 2 * K + 1;
// f[b] for current length (space optimized)
vector<long long> f(states, 1); // f[0][b] = 1
// We need f for lengths 0, 1, ..., N
// Store f[len][b] for all lengths (we'll need f at various positions)
vector<vector<long long>> F(N + 1, vector<long long>(states, 0));
for (int b = 0; b < states; b++) F[0][b] = 1;
for (int len = 1; len <= N; len++) {
for (int b = 0; b < states; b++) {
F[len][b] = 0;
// Choose L (+1): new balance = b + 1 (relative), index b+1
if (b + 1 < states) F[len][b] = (F[len][b] + F[len-1][b+1]) % M;
// Choose R (-1): new balance = b - 1, index b-1
if (b - 1 >= 0) F[len][b] = (F[len][b] + F[len-1][b-1]) % M;
}
}
// Count valid sequences <= S
long long ans = 0;
int balance = 0; // current balance (0 = centered)
bool valid = true;
for (int i = 0; i < N; i++) {
if (!valid) break;
if (S[i] == 'R') {
// The smaller choice is 'L' (balance += 1)
int newBal = balance + 1;
if (abs(newBal) <= K) {
// Count valid completions of length N - i - 1 from balance newBal
int remaining = N - i - 1;
ans = (ans + F[remaining][newBal + offset]) % M;
}
// Continue with S[i] = 'R': balance -= 1
balance -= 1;
} else {
// S[i] = 'L', no smaller option at this position
balance += 1;
}
if (abs(balance) > K) {
valid = false;
}
}
if (valid) {
ans = (ans + 1) % M; // count S itself
}
cout << ans << "\n";
return 0;
}
Source Files and Assets
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