贪心法

贪心法

<*> 贪心算法并不是从整体最优上加以考虑, 而是从局部最优考虑, 每次总是做出当前看起来最好的选择,在某种意义上的局部最优选择;

<*> 最优子结构性质 :

<*>贪心选择性质:



1、  活动安排 :

问题描述 :设有n个活动集合E = {1 ,2,…,n} ,其中每个活动i都要求使用同一资源, 而在同一时间内只有一个活动能使用这一资源。每个活动i都有一个要求使用该资源的起始时间Si和一个结束时间fi , 且Si < fi 。如果选择活动i ,则它在半开区间[Si , fi]内占用资源。若区间[Si,fi)与区间不相交,则称活动i和活动j是相容的, 也就是说Si >= fj || Sj >= fi 为真时 ,活动i和活动j是相容的。

要求:要在所给的活动集中选出最大的相容子集合;

<pre name="code" class="html">code>>
#include<vector>
#include<algorithm>
#include<iostream>
using namespace std;


class Activity
{
public :
	int id;
	int s;//活动开始时间
	int f;//活动结束时间

public: 
	Activity()
	{
		cin >>this->s >> this->f;
	}
	friend void Arrange();
	bool operator<(Activity &A1)
	{
		if (this->f < A1.f)
		{
			return true;
		}
		else
		{
			return false;
		}
	}
	
};

//活动集E:所给活动的集合
vector<class Activity> E;//竟然要加class
vector<bool> A;//相容标记集合

void Arrange()
{
	sort(E.begin() + 1, E.end());//将活动按非减序列排列
	int j = 0;
	for (int i = 1; i < E.size(); i++)
	{
		if (E[i].s >= E[j].f)
		{
			A[i] = true;
			j = i;
		}
	}

	for (int i = 0; i < A.size(); i++)
	{
		if (A[i])
		{
			cout << E[i].id<<" ";
		}
	}

}


int main()
{
	int n;//活动数量
	cin >> n;
	E.push_back(Activity());
	E[0].s = 0;
	E[0].f = 0;
	for (int i = 1; i <= n; i++)
	{
		E.push_back(Activity());
		E[i].id = E[i].s;
	}
	for (int i = 0; i <= n; i++)
	{
		A.push_back(false);
	}

	Arrange();
	return 0;
}

2、 背包问题:

给定n种物品和一个背包。物品i的重量是wi ,其价值为vi,背包的容量为c , 问应该如何选择把哪一个物品装入背包中,使得装入背包中的物品的总价值最大?

0-1背包问题:不能部分装入物品,

背包问题:可选择装入部分物品


code>>
#include<iostream>
#include<iomanip>
#include<vector>
#include<algorithm>
using namespace std;
class WP
{
public :
	float w;
	float p;
public :
	WP(float w, float p)
	{
		this->w = w;
		this->p = p;
	}
	bool operator<(WP wp)
	{
		if (1.0*w/p < 1.0*wp.w/wp.p)
		{
			return true;
		}
		else
		{
			return false;
		}
	}
};
class Knapsack
{
public :
	vector<WP> wp;
	int n;
	float c;
public :
	Knapsack()
	{
		cin >> this->n >> this->c;
		wp.push_back(WP(0 , 0));
		for (int i = 1; i <= n; i++)
		{
			int in1, in2;
			cin>>in1>>in2;
			wp.push_back(WP(in1, in2));
		}

	}
};

vector < float > x;
Knapsack ks;
void GreedyKP()
{
	x.push_back(0);
	sort(ks.wp.begin() + 1, ks.wp.end());
	int sum = 0;
	int i;
	for (int i = 1; i < ks.n; i++)
	{
		x.push_back(0);
	}
	for (i = 1; i <= ks.n; i++)
	{
		if (ks.wp[i].w < ks.c)
		{
			x[i] = 1;
			ks.c -= ks.wp[i].w;
		}
		else
		{
			break;
		}
	}
	if (i < ks.n + 1)
	{
		x.push_back(1.0*ks.c/ks.wp[i].w);
	}

	for (int i = 1; i < x.size(); i++)
	{
		cout << ks.wp[i].w << " : " <<setw(5)<<x[i] << endl;
	}

}

int main()
{
	GreedyKP();
    return 0;
}

3、  最优装载 :

问题描述:有一批集装箱要装上载重量为c的轮船。其中集装箱i的重量为wi , 最优装载问题要求在装载体积不受限制的情况下,将尽可能多的集装箱装上船;

 
 

code>>
#include<iostream>
#include<iomanip>
#include<vector>
#include<algorithm>
using namespace std;
//最优装载问题

class Loading
{
public :
	vector<float> w;
	float c;
	int n;

public :
	Loading()
	{
		cin >> this->n >> this->c;
		w.push_back(0);
		for (int i = 1; i <= this->n; i++)
		{
			float in1;
			cin >> in1;
			this->w.push_back(in1);
		}
	}
};
vector<int> x;
Loading L = Loading();

void Load()
{
	sort(L.w.begin()+1, L.w.end());
	for (int i = 0; i <= L.n; i++)
	{
		x.push_back(0);
	}
	for (int i = 1; i < L.n; i++)
	{
		if (L.w[i] <= L.c)
		{
			x[i] = 1;
			L.c -= L.w[i];
		}
		else
		{
			break;
		}
	}
	for (int i = 1; i <= L.n; i++)
	{
		if (x[i] == 1)
		{
			cout.precision(4);
			cout << "weght : " << L.w[i] << endl;
		}
	}
}

int main()
{
	Load();
	return 0;
}

4、  哈弗曼编码 :

问题描述:


code>>
Huffman.cpp
#include"BinaryTree.h"
#include<iostream>
#include<vector>
#include<queue>
#include<algorithm>
using namespace std;

typedef BinaryTree<float> HuffmanTree;
typedef BinaryNode<float> HuffmanNode;
class FC
{
public :
	float m_f;
	char m_c;
public :
	FC(float f = 0 , char c = ' ')
	{
		m_f = f;
		m_c = c;
	}
	bool operator==(float f)
	{
		if (m_f == f)
		{
			return true;
		}
		else
		{
			return false;
		}
	}
};
class Huffman
{
public :
	Huffman()
	{
		cin >> n;
		fc.push_back(FC());
		fc[0].m_f = 10000;
		for (int i = 1; i <= n; i++)
		{
			float in1;
			char in2;
			cin >> in1;
			cin >> in2;
			fc.push_back(FC(in1, in2));
		}
		//生成单结点树
		for (int i = 0 ; i <= n; i++)
		{
			HuffmanTree z;
			z.MakeTree(fc[i].m_f , HuffmanTree() , HuffmanTree());
			HT.push_back(z);
		}
	}
public :
	int n;//字符总数
	vector<FC> fc;//字符出现的频率表
	vector<HuffmanTree> HT;
};

Huffman huff = Huffman();
vector<int> code;

//构建哈弗曼树
HuffmanTree MakeHuffmanTree()
{
	//建优先级队列
	priority_queue<HuffmanTree, vector<HuffmanTree>> Q;
	for (int i = 0; i <= huff.n; i++)
	{
		Q.push(huff.HT[i]);
	}

	for (int i = 1; i < huff.n; i++)
	{
		HuffmanTree x, y ,z;
		x = Q.top();
		Q.pop();
		y = Q.top();
		Q.pop();
		float w = x.m_root->m_data + y.m_root->m_data;
		z.MakeTree(w , x , y);
		Q.push(z);
	}
	return Q.top();
}

//生成编码
void Huffmancode(HuffmanNode* root)
{
	if (root != NULL)
	{
		if (root->m_pleft == NULL && root->m_pright == NULL)
		{
			vector<FC>::iterator iter = find(huff.fc.begin() + 1, huff.fc.end(), root->m_data) ;
			
			cout << iter->m_c <<"的编码 : ";
			for (int i = 1; i < code.size(); i++)
			{
				cout << code[i];
			}
			cout << endl;
		}
		if (root->m_pleft != NULL)
		{
			code.push_back(0);
			Huffmancode(root->m_pleft);
		}
		if (root->m_pright != NULL)
		{
			code.push_back(1);
			Huffmancode(root->m_pright);
		}
		
	}

	code.pop_back();
}

//译码
void Interpret(vector<int> s , HuffmanNode* root)
{
	HuffmanNode* p = root;
	for (int i = 0; i < s.size(); i++)
	{
		if (NULL == p->m_pleft && NULL == p->m_pright)
		{
			vector<FC>::iterator iter = find(huff.fc.begin() + 1, huff.fc.end(), p->m_data);
			cout << iter->m_c;
			p = root;

		}
		if (0 == s[i])
		{
			p = p->m_pleft;
		}
		if (1 == s[i])
		{
			p = p->m_pright;
		}
	}
	cout << endl;
}
int main()
{
	HuffmanTree htree;
	htree = MakeHuffmanTree();
	code.push_back(-1);
	Huffmancode(htree.m_root);
	vector<int> scode;

	char in;
	while ((in = getchar()) != '#')
	{
		scode.push_back(in-48);
	}
	//前提Huffman树已建立
	Interpret(scode , htree.m_root);
	return 0;
}

//上面用到的二叉树头文件BinaryTree.h
#include<iostream>
//定义结点类型
template<typename Type>
class BinaryTree;//预引用

template<typename Type>
class BinaryNode
{
public:
	BinaryNode() :m_pleft(NULL), m_pright(NULL) {};//无参构造函数
	BinaryNode(Type item, BinaryNode<Type> *pleft = NULL, BinaryNode<Type> *pright = NULL) :m_data(item), m_pLeft(pleft), m_pright(pright) {};//含参构造函数

	//friend
	//friend class BinaryTree<Type>;

public :
	BinaryNode<Type> *m_pleft, *m_pright;
	Type m_data;
};

//定义二叉树
template<typename Type>
class BinaryTree
{
public:
	BinaryTree() : m_root(NULL){	};
	void MakeTree(Type item, BinaryTree<Type> LBTree, BinaryTree<Type> RBTree )
	{
		m_root = new BinaryNode<Type>();
	
		m_root->m_data  = item;
		m_root->m_pleft = LBTree.m_root;
		m_root->m_pright = RBTree.m_root;
	}
    friend  bool operator<(BinaryTree<Type> BT1 , BinaryTree<Type> BT2)
	{
		if (BT1.m_root->m_data < BT2.m_root->m_data)
		{
			return false;
		}
		else
		{
			return true;
		}
	}
public:
	BinaryNode<Type> *m_root;
<span style="color:#006600;">};
</span>

5、 多机调度 :


code>>
#include<iostream>
#include<algorithm>
#include<vector>
using namespace std;
class JOB
{
public :
	JOB()
	{
		cin >> n >> m;
		jt.push_back(0);
		mt.push_back(0);
		for (int i = 1; i <= n; i++)
		{
			int in1;
			cin >> in1;
			jt.push_back(in1);
		}
		for (int i = 1; i <= m; i++)
		{
			mt.push_back(0);
		}
	};
public :
	int n, m;
	vector<int> jt;
	vector<int> mt;
};
struct greater
{	
	bool operator()(int x , int y) const
	{	
		return (x > y);
	}
};

JOB J;
void greedyJOB()
{
	sort(J.jt.begin() + 1, J.jt.end() , greater());
	int i;
	vector<int>::iterator iter;
	for (i = 1; i <= J.n; i++)
	{
		if (i <= J.m)
		{
			J.mt[i] += J.jt[i];
		}
		else
		{	
			iter = min_element(J.mt.begin() + 1, J.mt.end());
			*iter += J.jt[i];
		}
	}
	iter = max_element(J.mt.begin() + 1, J.mt.end());
	cout << *iter << endl;
}

int main()
{
	greedyJOB();
	return 0;
}<span style="color:#009900;">
</span>

<p><strong>6、  Kruskal算法:</strong></p><div style="text-align: center;"><img src="data:image/png;base64,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" style="font-family: SimHei;" alt="" /></div>

<pre name="code" class="html">code>>
#include"UnionSet.h"
#include<iostream>
#include<queue>
#include<vector>
#include<algorithm>
using namespace std;

class Edge
{
public :
	Edge(int i = -1, int j = -1, int weight = 1000)
	{
		this->i = i;
		this->j = j;
		this->weight = weight;
	}
	friend bool operator<(Edge E1 , Edge E2)
	{
		return (E1.weight >=  E2.weight);
	}
public:
	int i, j;
	int weight;
};

class Graph
{
public :
	Graph()
	{
		cin >> vn >> en;
		edges.push_back(Edge());
		for (int i = 1; i <= en; i++)
		{
			int in1, in2, in3;
			cin >> in1 >> in2 >> in3;
			edges.push_back(Edge(in1, in2, in3));
		}
	}
public :
	vector<Edge> edges;//边集
	int vn;//顶点数
	int en;//边数
};



Graph G;
vector<Edge> minspt;//存储最小生成树中各边
//克鲁斯卡尔算法
void Kruskal()
{
	priority_queue<Edge, vector<Edge>> Q(G.edges.begin()+1 , G.edges.end());
	/*Q.push(Edge());
	for (int i = 1; i <= G.en; i++)
	{
		Q.push(G.edges[i]);
	}
*/
	//初始化并查集
	vector<PNode> S;
	S.push_back(PNode());
	for (int i = 1; i <= G.vn; i++)
	{
		S.push_back(PNode(i, i));
	}
	UnionSet U = UnionSet(S , G.vn);
	
	//边长递增序依次考察每条边
	Edge s1;
	vector<PNode>::iterator a ,b;
	for (int i = 1; i <= G.en; i++)
	{
		s1 = Q.top();
		Q.pop();
		a = U.Find(s1.i);//s1.i所在集合的头
		b = U.Find(s1.j);//s2.j所在集合的头
		if (a->data != b->data)
		{
			minspt.push_back(s1);
			U.Union(a->data, b->data);
		}
	}
}

int main()
{
	Kruskal();
	cout << "minimum_spanning_Tree : " << endl;
	for (int i = 0; i < minspt.size(); i++)
	{
		cout<<"( " << minspt[i].i <<" , " <<minspt[i].j <<" , "<< minspt[i].weight << " )" << endl;
	}
	return 0;
}

code>>上面用到的并查集:
#pragma once
#include<iostream>
#include<algorithm>
#include<vector>
using namespace std;

class PNode
{
public:
	PNode(int d = -1, int p = -1)
	{
		data = d;
		parent = p;
	};
	bool operator==(int val)
	{
		return (data == val);
	}
public:
	int data;
	int parent;//存在父子关系的就在同一个连通分支,parent是自己的结点,他就是该集合的代表;
};



class UnionSet
{
public:
	UnionSet()//初始化集合
	{
		cin >> n;
		s.push_back(PNode(0, 0));
		for (int i = 1; i <= n; i++)
		{
			int in1;
			int in2;
			cin >> in1 >> in2;
			s.push_back(PNode(in1, in2));
		}
	};
	UnionSet(vector<PNode> s, int n)
	{
		this->s = s;
		this->n = n;
	};
	void Union(int s1, int s2)
	{
		//合并成员s1, s2所在的两个连通分支
		/*vector<PNode>::iterator iter1, iter2;

		iter1 = Find(s1);
		iter2 = Find(s2);
		if(iter1->data != iter2->data)
		{
			iter2->parent = iter1->data;
		}*/

		//合并代表s1 , s2所在的连通分支
		vector<PNode>::iterator iter1, iter2;
		iter1 = find(s.begin() + 1, s.end(), s1);
		iter2 = find(s.begin() + 1, s.end(), s2);
		iter2->parent = iter1->data;
	};
	vector<PNode>::iterator Find(int m)//查找成员m所在集合的代表,返回它的位置
	{
		vector<PNode>::iterator iter , p , q , r;
		iter = find(s.begin() + 1, s.end(), m);
		//路径压缩
		p = iter;
		while (p->parent != p->data)
		{
			p = find(s.begin() + 1, s.end(), p->parent);//返回代表的位置
		}

		r = iter;//指向当前
		q = find(s.begin() + 1, s.end(), r->parent);//指向上级
		while (q != p)
		{
			r->parent = p->parent;
			r = q;//上位
			q = find(s.begin() + 1, s.end(), q->parent);//上位
		}

		return p;//返回树根,即代表
	}
public :
	vector<PNode> s;
	int n;
};

<p><strong>7、  Prim算法:</strong></p><p style="text-align: center;"><strong><img src="data:image/png;base64,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" alt="" />
</strong></p><p><strong></strong><pre name="code" class="html">code>>感觉写复杂了。。。。。。
#include<iostream>
#include<vector>
#include<algorithm>
using namespace std;

class EdgeNode
{
public :
	EdgeNode(int i = 0  , int j = 0 , int w = 10000)
	{
		this->i = i;
		this->j = j;
		this->weight = w;
	}
	
	friend bool operator==(EdgeNode E1 , EdgeNode E2)
	{
		return  ((E1.i == E2.i && E1.j == E2.j) || (E1.i == E2.j && E1.j == E2.i));
	
	}
	
public :
	int i, j;
	int weight;
};
class Graph
{
public :
	Graph()
	{
		cin >> vn >> en;
		edges.push_back(EdgeNode());
		for (int i = 1; i <= en; i++)
		{
			int in1, in2, in3;
			cin >> in1 >> in2 >> in3;
			edges.push_back(EdgeNode(in1, in2, in3));
		}
		minspt.push_back(EdgeNode());
	}
	EdgeNode  Find(int i, int j)
	{
		EdgeNode e = EdgeNode(i, j, 0);
		vector<EdgeNode>::iterator iter;
		iter = find(edges.begin() + 1, edges.end(), e);
		if (iter != edges.end())
		{
			return EdgeNode(i, j, iter->weight);
		}
		else
		{
			return EdgeNode(i, j, 10000);
		}
		 
	}
public :
	int vn, en;
	vector<EdgeNode> edges;
	vector<EdgeNode> minspt;
};
Graph G;
vector<EdgeNode> closest;//closest[i] : 从V-S中的顶点i到S中最近的j顶点的相应的边
vector<bool> s;//已选择的顶点标记为true;

bool comp(EdgeNode E1 ,EdgeNode E2 )//E1 类似扫描器p, E2类似min
{
	if (!s[E1.i])
	{
		return (E1.weight < E2.weight);
	}
	else
	{
		return false;
	}
}
void prim()
{
	EdgeNode e1, e2;
	vector<EdgeNode>::iterator iter;
	
	closest.push_back(EdgeNode());

	//初始化closest , s;
	for (int i = 0; i <= G.vn; i++)
	{
		s.push_back(false);
	}
	s[0] = s[1] = true;
	for (int i = 1; i <= G.vn; i++)//到1的最近边
	{
		if (!s[i])
		{
			e1 = G.Find(i, 1);
			closest.push_back(EdgeNode(i, 1, e1.weight));
		}
		else
		{
			closest.push_back(EdgeNode());
		}
	}

	for (int j = 1; j < G.vn; j++)
	{
		int k = 0;
		iter = min_element(closest.begin() + 1, closest.end(), comp);
		k = iter->i;
		if (k)
		{
			s[k] = true;//顶点k加入S中
			G.minspt.push_back(*iter);
			//修改closet
			for (int i = 1; i <= G.vn; i++)
			{
				if (!s[i])
				{
					e1 = G.Find(i, closest[i].j);
					e2 = G.Find(i, k);
					if (e1.weight > e2.weight)//i到S中的新加的顶点k更近,更新closest
					{
						closest[i] = e2;
					}
				}
			}
		}
	}
}

int main()
{
	prim();
	cout << "minimum_spanning_Tree : " << endl;
	for (int i = 1; i <= G.minspt.size()-1; i++)
	{
		cout << "( " << G.minspt[i].j << " , " << G.minspt[i].i << " , " << G.minspt[i].weight << " )" << endl;
	}
	return 0;
}



 
 

 
 

猜你喜欢

转载自blog.csdn.net/u013747658/article/details/51339631