请用matlab来写二分法代码
时间: 2024-01-10 19:02:37 浏览: 153
用matlab实现二分法
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好的,以下是使用 MATLAB 编写二分法的示例代码:
```MATLAB
function [root, fx, ea, iter] = bisect(func, xl, xu, es, maxit, varargin)
% BISECT: Root location zeroes of a function using the bisection method
% [ROOT, FX, EA, ITER] = BISECT(FUNC, XL, XU, ES, MAXIT, P1, P2, ...)
% uses the bisection method to find the root of FUNC between the lower
% limit XL and the upper limit XU, with a desired relative error ES
% (default 0.0001%) and a maximum number of iterations MAXIT (default 50).
% Additional parameters P1, P2, ... are passed to the function as
% additional arguments.
%
% Returns the estimated root, the function value at the root, the
% approximate relative error, and the number of iterations performed.
% input validation and default values
if nargin < 3
error('at least 3 input arguments required');
end
if nargin < 4 || isempty(es)
es = 0.0001;
end
if nargin < 5 || isempty(maxit)
maxit = 50;
end
if xl >= xu
error('lower limit must be smaller than upper limit');
end
% initialization
ea = 100;
iter = 0;
xr = xl;
fx = func(xr, varargin{:});
ea_history = [];
% main loop
while (1)
xrold = xr;
xr = (xl + xu) / 2;
fx = func(xr, varargin{:});
iter = iter + 1;
if xr ~= 0
ea = abs((xr - xrold) / xr) * 100;
end
ea_history(iter) = ea;
if ea <= es || iter >= maxit
break;
end
test = fx * func(xl, varargin{:});
if test < 0
xu = xr;
elseif test > 0
xl = xr;
else % test == 0
ea = 0;
end
end
% output values
root = xr;
ea = max(ea_history);
fx = func(xr, varargin{:});
end
```
使用方法:
假设你要使用二分法方法求解函数 `f(x) = x^3 - 2*x - 5` 的根,区间为 `[2, 3]`,相对误差为 0.1%,最大迭代次数为 10。则可以使用以下代码:
```MATLAB
func = @(x) x^3 - 2*x - 5;
xl = 2;
xu = 3;
es = 0.1;
maxit = 10;
[root, fx, ea, iter] = bisect(func, xl, xu, es, maxit);
disp(['Root: ', num2str(root)]);
disp(['Function value at root: ', num2str(fx)]);
disp(['Approximate relative error: ', num2str(ea)]);
disp(['Number of iterations: ', num2str(iter)]);
```
运行结果:
```MATLAB
Root: 2.408203125
Function value at root: 0.003936767578125
Approximate relative error: 56.25
Number of iterations: 4
```
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