- 2.9(学号:3025)
importsympyassp定义变量x,y=sp.symbols('xy')定义方程组equation1=sp.Eq(x**2-y-x,3)equation2=sp.Eq(x+3*y,2)解方程组solutions=sp.solve((equation1,equation2),(x,y),dict=True)print("符号解:")forsolinsolutions:print(sol)......
- 2.10(学号:3025)
fromscipy.integrateimportquadimportnumpyasnp第一部分:抛物线旋转体(修正后)defV1_quad(y):returnnp.pi*(4*y-y**2)V1_corrected,_=quad(V1_quad,1,3)第二部分保持不变V2=0.5*(4/3)*np.pi*23-(1/3)*np.pi*22*1计算总体积total_volume_co......
- 2.12(学号:3025)
importnumpyasnpfromscipy.linalgimporteig定义矩阵A=np.array([[-1,1,0],[-4,3,0],[1,0,2]])计算特征值和特征向量eigenvalues,eigenvectors=eig(A)打印特征值print("特征值:")print(eigenvalues)打印特征向量print("特征向量:")foriinrange(ei......
- 2.11(学号:3025)
importnumpyasnpdeff(x):return(abs(x+1)-abs(x-1))/2+np.sin(x)defg(x):return(abs(x+3)-abs(x-3))/2+np.cos(x)fromscipy.optimizeimportfsolvedefequation_system(vars):x1,x2,y1,y2=varseq1=2x1-3f(y1)-4g(y2)+1eq2......
- 2.4(学号:3025)
importnumpyasnpimportmatplotlib.pyplotasplt定义x的范围x=np.linspace(-10,10,400)创建一个2行3列的子图布局fig,axs=plt.subplots(2,3,figsize=(12,8))遍历每个子图fork,axinenumerate(axs.flat,start=1):y=k*x**2+2*kax.plot(x,y,label......
- 2.5(学号:3025)
importnumpyasnpimportmatplotlib.pyplotaspltfrommpl_toolkits.mplot3dimportAxes3D定义参数u和vu=np.linspace(-2,2,400)v=np.linspace(0,2*np.pi,400)U,V=np.meshgrid(u,v)根据参数方程计算x,y,zx=np.sqrt(1+U2+V2)*np.cos(V)y=np......
- 2.6(学号:3025)
importnumpyasnpimportmatplotlib.pyplotaspltfrommpl_toolkits.mplot3dimportAxes3D模拟高程数据(假设数据已经过某种方式插值或生成)这里我们创建一个简单的40x50网格,并填充随机高程值x=np.linspace(0,43.65,40)y=np.linspace(0,58.2,50)X,Y=np.meshgr......
- 2.7(学号:3025)
importnumpyasnp定义系数矩阵A和常数项向量bA=np.array([[4,2,-1],[3,-1,2],[11,3,0]])b=np.array([2,10,8])使用numpy的lstsq求解最小二乘解x,residuals,rank,s=np.linalg.lstsq(A,b,rcond=None)print("最小二乘解为:")print(x)打印残差和矩阵A的......
- 2.1(学号:3025)
importnumpyasnpimportmatplotlib.pyplotasplt定义x的范围x=np.linspace(-5,5,400)计算三个函数的值y_cosh=np.cosh(x)y_sinh=np.sinh(x)y_half_exp=0.5*np.exp(x)创建图形和坐标轴plt.figure(figsize=(10,6))ax=plt.gca()绘制函数ax.plot(x,......
- 习题2.8
习题2.8代码importnumpyasnpimportpandasaspdimportsympyasspsp.init_printing(use_unicode=True)importmatplotlib.pyplotaspltplt.rcParams['font.sans-serif']=['TimesNewRoman+SimSun+WFMSansSC']plt.rcParams['mathtext......