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  • 三种常用算法概述——遍试、迭代、递归

    算法:


    为解决某类问题而设计的操作序列(非可执行的指令序列)

    特点:有穷性、确定性、可行性、输入输出

    1、遍试算法:

    逻辑上:针对所有的可能的情况进行判断
    形式上FOR中用IF

    示例:

    • 韩信点兵
    <span style="white-space:pre">	</span>using System;
    	class HanXin
    	{
    		static void Main()
    		{
    			for(int n=1;n<=105;n++)
    			if(n%3==2 && n%5==3 && n%7==5)
    				Console.WriteLine(n);
    		}
    	}

    • 水仙花数:1^3+5^3+3^=153
    <span style="white-space:pre">	</span>using Systen;
    	public class ShuiXianHua
    	{
    		public static void Main(string[] args)
    		{
    			for(int a=1;a<=9;a++)
    				for(int b=0;b<=1;b++)
    					for(int c=1;c<=9;c++)
    						if(a*a*a+b*b*b+c*c*c==100*a+10*b+c)
    							Console.WriteLine
    		}
    	}

    运行结果:153、370、371、407

    但人们目前最多知道11位的,随着位数增大,耗时增大,然后就算不出来了。

    • 完全数:28=1+2+4+7+14
    <span style="white-space:pre">	</span>using System;
    	class WanQuanShu
    	{
    		public static void Main(string[] args)
    		{
    			for(int n=1;n<=9999;n++)
    				if(n==divsum(n))
    					Console.WriteLine(n);
    		}
    		public static void divsum(int n)
    		{
    			int s=0;
    			for(int i=1;i<=n;i++)
    				if (n%i==0) s+=1;
    			return s;
    		}
    	}
    • 相亲数:M的约数之和等于N的约数之和。算法和完全数有些类似
    <span style="white-space:pre">	</span>using System;
    	class XiangQinShu
    	{
    		public static void Main(string[] args)
    		{
    			for(int n=1;n<=9999;n++)
    			{
    				int s=divsum(n)
    				if(n<s && divsum(s)==n)
    					Console.WriteLine(n+","+s);
    			}
    		}
    		public static void divsum(int n)
    		{
    			int s=0;
    			for(int i=1;i<=n;i++)
    				if (n%i==0) s+=1;
    			return s;
    		}
    	}

    运行结果:220,284;1184,1210;2620,2924……

    • 验证歌德巴猜想:任何一个偶数都能表示成两个质数之和。
    <span style="white-space:pre">	</span>using System;
    	class GeDeBaCaiXiang
    	{
    		static void Main()
    		{
    			for(int n=6;n<=100;n+=2)
    			{
    				for(int a=3;a<n/2;a+=2)
    					int b=n-a;
    					if(IsPrime(a)&&IsPrime(b))
    					{
    						Console.WriteLine(n+"="+a+"+"+b);
    						break;
    					}
    			}
    		}
    		static bool IsPrime(int a)
    		{
    			for(int i=2;i<=a/2;i++)
    			{
    				if(s%i==0)
    					return false;
    				return true;
    			}
    		}
    
    	}

    其他:百鸡问题、鸡兔同笼问题、百分比、佩尔方程

    2、迭代:一步一步逐渐精确。

    逻辑上:多次使用同一算法。

    形式上:a=f(a)

    示例:  

    • 求平方根

    <span style="white-space:pre">	</span>using System;
    	public class Sqrt
    	{
    	    public static void Main(string [] args){
    		Console.WriteLine( sqrt( 98) );
    		Console.WriteLine( Math.Sqrt(2.0) );
    	    }
    	 
    	    static double sqrt( double a ){
    		double x=1.0;
    		do{
    		    Console.WriteLine( x + ",   " + a/x );
    		    x = ( x + a/x ) /2;
    		}while( Math.Abs(x*x-a)/a > 1e-6 );
    		return x;
    	    }
    	}

    • 倍边法求Pi

    <span style="white-space:pre">	</span>using System;
    	class TestDebugPi
    	{
    	    static void Main()
    	    {
    		double a=1;
    		for(int n=1; n<=10; n++ )
    		{
    		    a = Math.Sqrt(2 - Math.Sqrt(4 - a * a));
    		    double pi = a * 3 * Math.Pow(2,n);
    		    Console.WriteLine( pi );
    		}
    		Console.WriteLine( Math.PI );
    	    }
    	}

    其他:数字平方和、Mandelbrot集、Julia集

    3、递归:分治思想,递归出口+递归主体

    逻辑上:一个问题华为同样的问题

    形式上:自己调用自己

    示例:

    • 求阶乘
    <span style="white-space:pre">	</span>using System;
    	public class Fac
    	{
    	    public static void Main(string [] args)
    	    {
    		Console.WriteLine("Fac of 5 is " + fac( 5) );
    	    }
    	    static long fac( int n ){
    		if( n==0 || n==1) return 1;
    		else return fac(n-1) * n;
    	    }
    	}

    • 斐波那契数列

    <span style="white-space:pre">	</span>using System;
    	public class Fibonacci
    	{
    	    public static void Main(string [] args)
    	    {
    		Console.WriteLine("Fibonacci(10) is " + fib(10) );
    	    }
    	    static long fib( int n ){
    		if( n==0 || n==1) return 1;
    		else return fib(n-1) + fib(n-2);
    	    }
    	}

    • Celay树
    	using System;
    	using System.Drawing;
    	using System.Collections;
    	using System.ComponentModel;
    	using System.Windows.Forms;
    	using System.Data;
    	 
    	public class Form1 : Form
    	{
    	    public Form1()
    	    {
    		this.AutoScaleBaseSize = new Size(6, 14);
    		this.ClientSize = new Size(600, 400);
    		this.Paint += new PaintEventHandler(this.Form1_Paint);
    	    }
    	    static void Main() 
    	    {
    		Application.Run(new Form1());
    	    }
    	    private void Form1_Paint(object sender, PaintEventArgs e)
    	    {
    		graphics = e.Graphics ;
    		drawTree( 10, 200, 310, 100, -PI/2 );
    	    }
    	 
    	    private Graphics graphics;
    	    const double PI = Math.PI;
    	    double th1 = 40 * Math.PI / 180;
    	    double th2 = 30 * Math.PI / 180;
    	    double per1 = 0.6;
    	    double per2 = 0.7;
    	 
    	    void drawTree(int n, 
    		    double x0, double y0, double leng, double th)
    	    {
    		if( n==0 ) return;
    	 
    		double x1 = x0 + leng * Math.Cos(th);
    		double y1 = y0 + leng * Math.Sin(th);
    		 
    		drawLine(x0, y0, x1, y1, n/2);
    		 
    		drawTree( n - 1, x1, y1, per1 * leng, th + th1 );
    		drawTree( n - 1, x1, y1, per2 * leng, th - th2 );
    	    }
    	    void drawLine( double x0, double y0, double x1, double y1, int width ){
    		graphics.DrawLine( 
    		    new Pen(Color.Blue, width ),
    		    (int)x0, (int)y0, (int)x1, (int)y1 );
    	    }
    	}
    
    	Celay树2:支随机持
    	using System;
    	using System.Drawing;
    	using System.Collections;
    	using System.ComponentModel;
    	using System.Windows.Forms;
    	using System.Data;
    	 
    	public class Form1 : Form
    	{
    	    public Form1()
    	    {
    		this.AutoScaleBaseSize = new Size(6, 14);
    		this.ClientSize = new Size(400, 400);
    		this.Paint += new PaintEventHandler(this.Form1_Paint);
    		this.Click += new EventHandler( this.Redraw );
    	    }
    	    static void Main() 
    	    {
    		Application.Run(new Form1());
    	    }
    	    private void Form1_Paint(object sender, PaintEventArgs e)
    	    {
    		graphics = e.Graphics ;
    		drawTree( 10, 200, 380, 100, -PI/2 );
    	    }
    	    private void Redraw(object sender, EventArgs e)
    	    {
    		this.Invalidate();
    	    }
    	 
    	    private Graphics graphics;
    	    const double PI = Math.PI;
    	    double th1 = 35 * Math.PI / 180;
    	    double th2 = 25 * Math.PI / 180;
    	    double per1 = 0.6;
    	    double per2 = 0.7;
    	 
    	    Random rnd = new Random();
    	    double rand()
    	    {
    		return rnd.NextDouble();
    	    }
    	 
    	    void drawTree(int n, 
    		    double x0, double y0, double leng, double th)
    	    {
    		if( n==0 ) return;
    	 
    		double x1 = x0 + leng * Math.Cos(th);
    		double y1 = y0 + leng * Math.Sin(th);
    		 
    		drawLine(x0, y0, x1, y1);
    		 
    		drawTree( n - 1, x1, y1, per1 * leng * (0.5+rand()), th + th1* (0.5+rand()) );
    		drawTree( n - 1, x1, y1, per2 * leng * (0.4+rand()), th - th2* (0.5+rand()) );
    		if(rand()>0.6)
    		    drawTree( n - 1, x1, y1, per2 * leng * (0.4+rand()), th - th2* (0.5+rand()) );
    	    }
    	    void drawLine( double x0, double y0, double x1, double y1 ){
    		graphics.DrawLine( 
    		    Pens.Blue,
    		    (int)x0, (int)y0, (int)x1, (int)y1 );
    	    }
    	}

    其他:Koch分形集

    小结:

    遍试:FOR中用IF

    迭代:WHILE中a=F(a);

    递归:F(n)中用F(n-1);

    本文在学习唐大仕老师在网易云课堂中C#公开课后编辑而成,再此表示感谢!


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  • 原文地址:https://www.cnblogs.com/xiangyangzhu/p/4260836.html
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