756. Pyramid Transition Matrix
We are stacking blocks to form a pyramid. Each block has a color which is a one letter string.
We are allowed to place any color block C
on top of two adjacent blocks of colors A
and B
, if and only if ABC
is an allowed triple.
We start with a bottom row of bottom
, represented as a single string. We also start with a list of allowed triples allowed
. Each allowed triple is represented as a string of length 3.
Return true if we can build the pyramid all the way to the top, otherwise false.
Example 1:
Input: bottom = "BCD", allowed = ["BCG", "CDE", "GEA", "FFF"]
Output: true
Explanation:
We can stack the pyramid like this:
A
/ \
G E
/ \ / \
B C D
We are allowed to place G on top of B and C because BCG is an allowed triple. Similarly, we can place E on top of C and D, then A on top of G and E.
Example 2:
Input: bottom = "AABA", allowed = ["AAA", "AAB", "ABA", "ABB", "BAC"]
Output: false
Explanation:
We can't stack the pyramid to the top.
Note that there could be allowed triples (A, B, C) and (A, B, D) with C != D.
Note:
bottom
will be a string with length in range[2, 8]
.allowed
will have length in range[0, 200]
.Letters in all strings will be chosen from the set
{'A', 'B', 'C', 'D', 'E', 'F', 'G'}
.
// Backtracking
bool helper(const string& cur, string above, unordered_map<string, unordered_set<char> >& mp) {
if (cur.length() == 2 && above.length() == 1) return true;
if (cur.length() - 1 == above.length()) return helper(above, "", mp);
int pos = above.length();
const string& base = cur.substr(pos, 2);
for (const char& ch : mp[base]) {
if (helper(cur, above + string(1, ch), mp)) return true;
}
return false;
}
bool pyramidTransition(string bottom, vector<string>& allowed) { // time: O(7^( (bottom_len - 1)! ) ); space: O(bottom_len - 1) + O(# of blocks in allowed)
unordered_map<string, unordered_set<char> > mp;
for (const string& str : allowed) mp[str.substr(0, 2)].insert(str[2]);
return helper(bottom, "", mp);
}
// Iteration DP
bool pyramidTransition(string bottom, vector<string>& allowed) { // time: O(n^2); space: O(n^2); n: bottom length
int n = bottom.size();
vector<vector<vector<bool> > > dp(n, vector<vector<bool> >(n, vector<bool>(7, false) ) );
unordered_map<char, unordered_set<string> > mp;
for (const string& str : allowed) mp[str[2]].insert(str.substr(0, 2));
for (int i = 0; i < n; ++i) dp[n - 1][i][bottom[i] - 'A'] = true;
for (int i = n - 2; i >= 0; --i) {
for (int j = 0; j <= i; ++j) {
for (char ch = 'A'; ch <= 'G'; ++ch) {
if (!mp.count(ch)) continue;
for (const string& str : mp[ch]) {
if (dp[i + 1][j][str[0] - 'A'] && dp[i + 1][j + 1][str[1] - 'A'])
dp[i][j][ch - 'A'] = true;
}
}
}
}
for (int i = 0; i < 7; ++i) {
if (dp[0][0][i]) return true;
}
return false;
}
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