HDU 5293 Train chain Problem - 树链剖分(树状数组) + 线段树+ 树型dp

传送门

题目大意:

一颗n个点的树,给出m条链,第i条链的权值是\(w_i\),可以选择若干条不相交的链,求最大权值和。

题目分析:

树型dp: dp[u][0]表示不经过u节点,其子树的最优值,dp[u][1]表示考虑经过u节点该子树的最优值(可能过,可能不过),很明显:$$dp[u][0] = \sum{max(dp[v][0], dp[v][1])} v是u的儿子$$, 下面来算dp[u][1]: 考虑一条经过u(以u为lca)的链,他经过子树中的节点v(可能有多个),那么$$dp[u][1] = dp[u][0] + w_i + max{-max(dp[v][0], dp[v][1]) + dp[v][0]}$$减去max(dp[v][0], dp[v][1])是因为我们更新dp[u][0]时取得是两者较大值,而此时需要减去的其实是dp[v][1],如果取较大值减去了dp[v][0],然后加上dp[v][0]就等于没减,没有影响,而若减去dp[v][1],然后加上dp[v][0],则刚好达到目的。

现在来考虑怎么求该链上的dp值:有两种方法

  • 树链剖分 + 线段树 + dp: 链剖以便求lca和区间求和,在lca节点放入这条链,扫描完子树后(dfs子树完便得到dp[u][0]),处理以该节点u为lca的链x->y,将链拆成两条:x->u和u->y,另tmp = dp[u][0],\(tmp -= queryMaxDp0Dp1Sum(x, u), tmp += queryDp0Sum(x, u)\) 另一条链同理,处理完后,dp[u][1] = max(dp[u][1], tmp + \(w_i\));

    处理完这些链后,将u节点的dp值插入链剖线段树中,并更新答案。总复杂度为\(n log^2n\)

  • 树状数组 + dp: 会快一点,但不会。

code

#include<iostream>
#include<cstdio>
#include<cstdlib>
#include<cstring>
#include<string>
#include<algorithm>
#include<vector>
#include<set>
#include<cmath>
using namespace std; namespace IO{
inline int read(){
int i = 0, f = 1; char ch = getchar();
for(; (ch < '0' || ch > '9') && ch != '-'; ch = getchar());
if(ch == '-') f = -1, ch = getchar();
for(; ch >= '0' && ch <= '9'; ch = getchar()) i = (i << 3) + (i << 1) + (ch - '0');
return i * f;
}
inline void wr(int x){
if(x < 0) putchar('-'), x = -x;
if(x > 9) wr(x / 10);
putchar(x % 10 + '0');
}
}using namespace IO; const int N = 1e5 + 5, M = 1e5 + 5, OO = 0x3f3f3f3f;
int n, m, top[N], son[N], pos[N], tot, dep[N], fa[N], sze[N];
vector<int> G[N];
typedef long long ll;
ll ans, dp[N][2];
struct node{int u, v; ll val;};
vector<node> chainThrough[N]; namespace SegTree{
ll sum[N << 2], maxSum[N << 2];
inline void insert(int k, int l, int r, int pos, ll v, ll *t){
if(l == r){t[k] = v; return;}
int mid = (l + r) >> 1;
if(pos <= mid) insert(k << 1, l, mid, pos, v, t);
else insert(k << 1 | 1, mid + 1, r, pos, v, t);
t[k] = t[k << 1] + t[k << 1 | 1];
}
inline ll query(int k, int l, int r, int x, int y, ll *t){
if(x == l && r == y) return t[k];
int mid = (l + r) >> 1;
ll ret = 0;
// if(x <= mid) ret += query(k << 1, l, mid, x, y, t);
// if(y > mid) ret += query(k << 1 | 1, mid + 1, r, x, y, t);
// return ret;
if(y <= mid) return query(k << 1, l, mid, x, y, t);
else if(x > mid) return query(k << 1 | 1, mid + 1, r, x, y, t);
else return query(k << 1, l, mid, x, mid, t) + query(k << 1 | 1, mid + 1, r, mid + 1, y, t);
}
}using namespace SegTree; inline void dfs1(int u, int f){
dep[u] = dep[f] + 1, fa[u] = f, sze[u] = 1;
for(int e = G[u].size() - 1; e >= 0; e--){
int v = G[u][e];
if(v == f) continue;
dfs1(v, u), sze[u] += sze[v];
if(sze[v] > sze[son[u]]) son[u] = v;
}
} inline void dfs2(int u, int f){
if(son[u]){
pos[son[u]] = ++tot;
top[son[u]] = top[u];
dfs2(son[u], u);
}
for(int e = G[u].size() - 1; e >= 0; e--){
int v = G[u][e];
if(v == f || v == son[u]) continue;
pos[v] = ++tot;
top[v] = v;
dfs2(v, u);
}
} inline int getLca(int u, int v){
while(top[u] != top[v]){
if(dep[top[u]] < dep[top[v]]) swap(u, v);
u = fa[top[u]];
}
return dep[u] < dep[v] ? u : v;
} inline ll pathQuery(int u, int v, ll *t){
ll ret = 0;
while(top[u] != top[v]){
if(dep[top[u]] < dep[top[v]]) swap(u, v);
ret += query(1, 1, n, pos[top[u]], pos[u], t);
u = fa[top[u]];
}
if(dep[u] > dep[v]) swap(u, v);
return ret + query(1, 1, n, pos[u], pos[v], t);
} inline void DP(int u, int f){
for(int e = G[u].size() - 1; e >= 0; e--){
int v = G[u][e];
if(v == f) continue;
DP(v, u), dp[u][0] += max(dp[v][0], dp[v][1]);
}
for(int i = 0; i < chainThrough[u].size(); i++){
int x = chainThrough[u][i].u, y = chainThrough[u][i].v;
ll tmp = dp[u][0];
if(dep[x] > dep[u]) tmp += pathQuery(x, u, sum), tmp -= pathQuery(x, u, maxSum);
if(dep[y] > dep[u]) tmp += pathQuery(y, u, sum), tmp -= pathQuery(y, u, maxSum);
dp[u][1] = max(dp[u][1], tmp + chainThrough[u][i].val);
}
insert(1, 1, n, pos[u], dp[u][0], sum);
insert(1, 1, n, pos[u], max(dp[u][1], dp[u][0]), maxSum);
ans = max(ans, max(dp[u][0], dp[u][1]));
} inline void splitTree(){
tot = 1, pos[1] = 1, top[1] = 1;
dfs1(1, 0), dfs2(1, 0);
} int T; int main(){
T = read();
while(T--){
n = read(), m = read();
for(int i = 1; i <= n; i++) G[i].clear(), chainThrough[i].clear(), ans = 0;
memset(sze, 0, sizeof sze), memset(dep, 0, sizeof dep), memset(son, 0, sizeof son);
memset(sum, 0, sizeof sum), memset(maxSum, 0, sizeof maxSum), memset(dp, 0, sizeof dp);
for(int i = 1; i < n; i++){int u = read(), v = read(); G[u].push_back(v), G[v].push_back(u);}
splitTree();
for(int i = 1; i <= m; i++){int u = read(), v = read(); ll val = read()*1ll; chainThrough[getLca(u, v)].push_back((node){u, v, val});}
DP(1, 0);
// for(int i=1;i<=n;i++)for(int j=0;j<chainThrough[i].size();j++)cout<<i<<" "<<chainThrough[i][j].u<<" "<<chainThrough[i][j].v<<" "<<endl;
wr(ans), putchar('\n');
}
return 0;
}
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