Travel by car (advanced guide to algorithm competition, multiplication and optimization of DP)

1. Title link:

Travel by car

2. The main idea of ​​the topic:

The Chinese question is a bit long, so I won’t mislead everyone...

3. Analysis:

First preprocess the amount:

ga[i]: Starting from city i, the next city for small A.

gb[i]: Starting from city i, the next city for small B.

f [i] [j] [ k]: starting from the city j, k go ahead and take the  2^i city after the number reaches the step.

da [i] [j] [ k]: starting from the city j, k go first, go  2^i back step, a small A distance traveled.

db [i] [j] [ k]: starting from the city j, k go first, go  2^i back step, a small B distance traveled. 

After obtaining the above results, we can use O (log_2x) the time complexity of the multiplication to  find the distance traveled by small A and small B respectively.

The method of solving the above results is given below.

ga[i]: Starting from city i, the next city for small A.

gb[i]: Starting from city i, the next city for small B.

Enumerate city i in reverse order, dichotomy can find the first city whose height is greater than or equal to city i, just search left and right.

void init_g()
{
    set < pair <ll, int> > st;
    st.emplace(make_pair(inf, 0));
    st.emplace(make_pair(inf + 1, 0));
    st.emplace(make_pair(-inf, 0));
    st.emplace(make_pair(-inf - 1, 0));
    for(int i = n; i >= 1; --i)
    {
        auto j = st.lower_bound(make_pair(h[i], i));
        --j, --j;
        ll mn = inf, sm = inf;
        int mni, smi;
        for(int k = 0; k < 4; ++k)
        {
            auto p = *j;
            ll d = (ll)abs(p.first - h[i]);
            if(d < mn)
            {
                sm = mn, smi = mni;
                mn = d, mni = p.second;
            }
            else if(d < sm)
            {
                sm = d, smi = p.second;
            }
            ++j;
        }
        ga[i] = smi, gb[i] = mni;
        st.emplace(make_pair(h[i], i));
    }
}

 

f [i] [j] [ k]: starting from the city j, k go ahead and take the  2^i city after the number reaches the step.

i = 0 : f [0] [j] [0] = ga [j], f [0] [j] [1] = gb [j];

i = 1:f[1][j][k] = f[0, f[0][j][0], 1 - k];

i > 1:f[i][j][k] = f[i - 1][f[i - 1][j][k]][k];

void init_f()
{
    for(int j = 1; j <= n; ++j)
    {
        f[0][j][0] = ga[j];
        f[0][j][1] = gb[j];
    }
    for(int j = 1; j <= n; ++j)
    {
        for(int k = 0; k <= 1; ++k)
        {
            f[1][j][k] = f[0][f[0][j][k]][1 - k];
        }
    }
    for(int i = 2; i < N; ++i)
    {
        for(int j = 1; j <= n; ++j)
        {
            for(int k = 0; k <= 1; ++k)
            {
                f[i][j][k] = f[i - 1][f[i - 1][j][k]][k];
            }
        }
    }
}

 

 da [i] [j] [ k]: starting from the city j, k go first, go  2^i back step, a small A distance traveled.

 db [i] [j] [ k]: starting from the city j, k go first, go  2^i back step, a small B distance traveled. 

First define the function get_dist(i, j) = abs(h[i]-h[j]);

i = 0 : da [0] [j] [0] = get_dist (j, ga [j]), da [0] [j] [1] = 0;

           db[0][j][0] = 0, db[0][j][1] = get_dist(j, gb[j]);

i = 1 : yes [1] [j] [k] = yes [0] [j] [k] + yes [0] [f [0] [j] [k]] [1 - k];

          db[1][j][k] = db[0][j][k] + db[0][f[0][j][k]][1 - k];

i> 1 : yes [i] [j] [k] = yes [i - 1] [j] [k] + yes [i - 1] [f [i - 1] [j] [k]] [k ];

          db[i][j][k] = db[i - 1][j][k] + db[i - 1][f[i - 1][j][k]][k];

int get_dist(int i, int j)
{
    return (int)abs(h[i] - h[j]);
}

void init_d()
{
    for(int j = 1; j <= n; ++j)
    {
        da[0][j][0] = get_dist(j, ga[j]), da[0][j][1] = 0;
        db[0][j][1] = 0, db[0][j][1] = get_dist(j, gb[j]);
    }
    for(int j = 1; j <= n; ++j)
    {
        for(int k = 0; k <= 1; ++k)
        {
            da[1][j][k] = da[0][j][k] + da[0][f[0][j][k]][1 - k];
            db[1][j][k] = db[0][j][k] + db[0][f[0][j][k]][1 - k];
        }
    }
    for(int i = 2; i < N; ++i)
    {
        for(int j = 1; j <= n; ++j)
        {
            for(int k = 0; k <= 1; ++k)
            {
                da[i][j][k] = da[i - 1][j][k] + da[i - 1][f[i - 1][j][k]][k];
                db[i][j][k] = db[i - 1][j][k] + db[i - 1][f[i - 1][j][k]][k];
            }
        }
    }
}

 

4. Code implementation:

#include <bits/stdc++.h>
using namespace std;

typedef long long ll;

const int M = (int)1e5;
const int N = (int)17;
const ll inf = 0x3f3f3f3f3f3f3f3f;

int n;
int h[M + 5];
int ga[M + 5], gb[M + 5];
int f[N][M + 5][2];
ll da[N][M + 5][2], db[N][M + 5][2];

void read()
{
    scanf("%d", &n);
    for(int i = 1; i <= n; ++i)
        scanf("%d", &h[i]);
}

void init_g()
{
    set < pair <ll, int> > st;
    st.emplace(make_pair(inf, 0));
    st.emplace(make_pair(inf + 1, 0));
    st.emplace(make_pair(-inf, 0));
    st.emplace(make_pair(-inf - 1, 0));
    for(int i = n; i >= 1; --i)
    {
        auto j = st.lower_bound(make_pair(h[i], i));
        --j, --j;
        ll mn = inf, sm = inf;
        int mni, smi;
        for(int k = 0; k < 4; ++k)
        {
            auto p = *j;
            ll d = (ll)abs(p.first - h[i]);
            if(d < mn)
            {
                sm = mn, smi = mni;
                mn = d, mni = p.second;
            }
            else if(d < sm)
            {
                sm = d, smi = p.second;
            }
            ++j;
        }
        ga[i] = smi, gb[i] = mni;
        st.emplace(make_pair(h[i], i));
    }
}

void init_f()
{
    for(int j = 1; j <= n; ++j)
    {
        f[0][j][0] = ga[j];
        f[0][j][1] = gb[j];
    }
    for(int j = 1; j <= n; ++j)
    {
        for(int k = 0; k <= 1; ++k)
        {
            f[1][j][k] = f[0][f[0][j][k]][1 - k];
        }
    }
    for(int i = 2; i < N; ++i)
    {
        for(int j = 1; j <= n; ++j)
        {
            for(int k = 0; k <= 1; ++k)
            {
                f[i][j][k] = f[i - 1][f[i - 1][j][k]][k];
            }
        }
    }
}

int get_dist(int i, int j)
{
    return (int)abs(h[i] - h[j]);
}

void init_d()
{
    for(int j = 1; j <= n; ++j)
    {
        da[0][j][0] = get_dist(j, ga[j]), da[0][j][1] = 0;
        db[0][j][1] = 0, db[0][j][1] = get_dist(j, gb[j]);
    }
    for(int j = 1; j <= n; ++j)
    {
        for(int k = 0; k <= 1; ++k)
        {
            da[1][j][k] = da[0][j][k] + da[0][f[0][j][k]][1 - k];
            db[1][j][k] = db[0][j][k] + db[0][f[0][j][k]][1 - k];
        }
    }
    for(int i = 2; i < N; ++i)
    {
        for(int j = 1; j <= n; ++j)
        {
            for(int k = 0; k <= 1; ++k)
            {
                da[i][j][k] = da[i - 1][j][k] + da[i - 1][f[i - 1][j][k]][k];
                db[i][j][k] = db[i - 1][j][k] + db[i - 1][f[i - 1][j][k]][k];
            }
        }
    }
}

void init()
{
    init_g();
    init_f();
    init_d();
}

void cal(int s, int x, int& la, int& lb)
{
    la = lb = 0;
    for(int i = N - 1; i >= 0; --i)
    {
        if(f[i][s][0] && la + lb + da[i][s][0] + db[i][s][0] <= x)
        {
            la += da[i][s][0];
            lb += db[i][s][0];
            s = f[i][s][0];
        }
    }
}

void work()
{
    int s, x;
    scanf("%d", &x);
    int la, lb;
    int max_h = 0, ans;
    double min_r = inf, r;
    for(int i = 1; i <= n; ++i)
    {
        cal(i, x, la, lb);
        r = lb ? 1.0 * la / lb : inf;
        if(r < min_r || r == min_r && h[i] > max_h)
        {
            ans = i;
            min_r = r;
            max_h = h[i];
        }
    }
    printf("%d\n", ans);
    int m;
    scanf("%d", &m);
    while((m--) > 0)
    {
        scanf("%d %d", &s, &x);
        cal(s, x, la, lb);
        printf("%d %d\n", la, lb);
    }
}

int main()
{
//    freopen("input.txt", "r", stdin);
    read();
    init();
    work();
    return 0;
}

 

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Origin blog.csdn.net/The___Flash/article/details/104135861