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Manim 制作课件: 导数和变化率——(7):切线的几何意义与局部线性化

  • 2026-04-09 16:11:37
Manim 制作课件: 导数和变化率——(7):切线的几何意义与局部线性化

本动画通过二次函数  在点  处的实例,直观展示切线的几何意义,并通过割线簇和局部放大演示“局部线性化”的核心思想。

核心思想

动画围绕三个核心概念层层递进:

  1. 切线的唯一性:在给定点处,无数条割线中只有一条是切线
  2. 局部线性化:在足够小的邻域内,曲线可以用切线近似代替
  3. 极限思想:割线逐渐趋近于切线的过程

动画结构

第一部分:基础建立

  • 构建坐标系,绘制二次函数  的图像
  • 在  处标记点 ,并显示其坐标

第二部分:切线展示

  • 绘制该点处的切线,标注其方程 
  • 通过箭头高亮切线方程中的斜率项

第三部分:割线簇对比

  • 围绕该点绘制一系列旋转的白色线段,模拟不同方向的割线
  • 通过对比凸显切线的唯一性——只有一条线与曲线在该点“相切”

第四部分:局部放大观察

  • 在切线附近画一个矩形框,标记为待放大区域
  • 相机缩放至该区域,展示曲线与切线在局部范围内几乎重合
  • 恢复相机,完成“局部线性化”的直观演示

视觉设计亮点

  • 颜色编码:蓝色曲线、绿色切线、白色割线簇
  • 动态对比:割线簇旋转出现,与静态切线形成鲜明对比
  • 相机控制:通过缩放动画,直观展示“局部线性化”概念
  • 高亮引导:箭头指向切线方程中的斜率,强化关键信息

完整代码

from utils import *
config.tex_template = myTemplate

classv7(MovingCameraScene):
defconstruct(self):

# ============ 1. 坐标轴和函数图形 ============
        ax, ax_x_label, ax_y_label = axes_func(x_range=(-55), x_length=8,
                                               y_range=(-19), y_length=6)
        f = f_func2(0.5)                               # 定义函数 f(x) = 0.5x²
        gr = ax.plot(f, x_range=[-4.14.1], stroke_width=4, color=BLUE)
        gr_label = MathTex("y = x^2", color=BLUE).to_edge(UP, buff=1.2).shift(LEFT * 4.2)

        self.play(LaggedStart(FadeIn(ax), FadeIn(ax_x_label, ax_y_label),
                              Create(gr), FadeIn(gr_label), lag_ratio=0.2))
        self.wait(2)

# ============ 2. 抛物线上的一点及其切线 ============
# 点 dot_1 和标签
        dot_1 = dot_func(ax, f, 2).set_z_index(6)
        dot_1_label_aux = MathTex(r"(x,\ x^2)").scale(0.8).next_to(dot_1, UL, buff=0.05)
        dot_1_label = MathTex(r"(2,\ 2^2)").scale(0.8).move_to(dot_1_label_aux)

        self.play(GrowFromCenter(dot_1))
        self.wait(2)
        self.play(FadeIn(dot_1_label_aux))
        self.wait(2)
        self.play(ReplacementTransform(dot_1_label_aux, dot_1_label))
        self.wait(2)

        tangent_line = tangent_line_func(ax, f, 2, length=5, color=GREEN)
        tangent_line_label = MathTex("y = ax + b", color=GREEN).next_to(
            tangent_line, RIGHT, buff=0.2).shift(UP * 2.35)
        indicative_arrow_1 = Arrow(ORIGIN, UP * 1.5).next_to(
            tangent_line_label, DOWN, buff=0.1).shift(RIGHT * 0.15
            ).set_color(GRAY).rotate(30 * DEGREES)

        self.play(FadeIn(VGroup(tangent_line, tangent_line_label), shift=UL), run_time=1.5)
        self.wait(2)

# 高亮切线公式中的斜率项
        self.play(FadeIn(indicative_arrow_1),
                  tangent_line_label[0][2].animate.set_color(YELLOW))
        self.wait(2)

        self.play(FadeOut(indicative_arrow_1),
                  tangent_line_label[0][2].animate.set_color(GREEN))
        self.wait(2)

# ============ 3. 一系列割线围绕切线旋转 ============
# 创建一系列旋转的白色线段,模拟割线簇
        base_line = Line(stroke_width=2, color=WHITE).scale(2.7).set_opacity(0.5).move_to(dot_1)
        not_tangent_lines = VGroup()
for i in range(12):
            line = base_line.copy().rotate((i * 15) * DEGREES)
            not_tangent_lines.add(line)

        self.play(LaggedStart(*[GrowFromCenter(line) for line in not_tangent_lines],
                              lag_ratio=0.05))
        self.wait(2)

        self.play(FadeOut(not_tangent_lines))
        self.wait(2)

# ============ 4. 放大展示切线附近区域 ============
        t1 = Tex(r"切线", color=GREEN).scale(0.8).move_to(tangent_line_label).shift(DOWN + LEFT)
        sq_aux_1 = Rectangle(width=4, height=3, stroke_width=2).scale(0.5).move_to(
            dot_1).set_stroke(opacity=0.5)

        self.play(FadeIn(t1))
        self.wait(2)
        self.play(Create(sq_aux_1))
        self.wait(2)

# 保存相机状态,放大显示切线区域
        self.camera.frame.save_state()
        self.play(self.camera.frame.animate.scale(0.2).move_to(dot_1),
                  gr.animate.set_stroke(width=2),
                  tangent_line.animate.set_stroke(width=2).shift(DR * 0.01),
                  sq_aux_1.animate.scale(0.5), run_time=10)
        self.wait(2)

# 恢复相机状态
        self.play(self.camera.frame.animate.restore(),
                  gr.animate.set_stroke(width=5),
                  tangent_line.animate.set_stroke(width=5).shift(UL * 0.01), run_time=2)
        self.wait(2)

        self.play(FadeOut(*self.mobjects))
        self.wait(2)

%manim -ql -v WARNING v7

文章首发:微信公众号:数与理 | 发布日期: 2026 年 3 月 28 日

——前文推荐——

Manim 制作课件: 导数和变化率——(2):辅助函数库

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  1. CONNECT:[ UseTime:0.001091s ] mysql:host=127.0.0.1;port=3306;dbname=a_sjds;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001362s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.003668s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.099156s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000611s ]
  6. SELECT * FROM `set` [ RunTime:0.100694s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001006s ]
  8. SELECT * FROM `article` WHERE `id` = 487646 LIMIT 1 [ RunTime:0.034832s ]
  9. UPDATE `article` SET `lasttime` = 1775803971 WHERE `id` = 487646 [ RunTime:0.005185s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.001454s ]
  11. SELECT * FROM `article` WHERE `id` < 487646 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.040875s ]
  12. SELECT * FROM `article` WHERE `id` > 487646 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.017987s ]
  13. SELECT * FROM `article` WHERE `id` < 487646 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.022352s ]
  14. SELECT * FROM `article` WHERE `id` < 487646 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.027180s ]
  15. SELECT * FROM `article` WHERE `id` < 487646 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.227080s ]
0.724487s