《高等数学》针对高等学校本科生编写的数学教材,内容架构从学生的实际出发,全书共12章,分上、下两册出版。本书为上册,共7章,主要内容包括函数、极限与连续,导数与微分,一元函数微分学的应用,不定积分,定积分,定积分的应用和微分方程,每一章除具体知识点讲解外,还增设复习题板块,书末还附有积分表及习题参考答案,可帮助学生及时巩固应用理论知识。本教材覆盖知识点全面、讲解通俗易懂、试题类型丰富,可更好地满足教学需要。
黄文韬,男,教授,博士生导师,广西师范大学党委常委、副校长,中国生物数学学会副理事长,广西数学会副理事长。主要微分方程定性理论、计算机符号计算研究。近年来发表学术论文50余篇,其中SCI收录30余篇,出版英文学术专著2部,教材4部,主持完成国家自然科学基金1项,主持在研国家自然科学基金1项。
第1 章 函数、极限与连续 ············································································· 1
1.1 映射与函数 ························································································· 1
1.1.1 集合的概念 ··················································································· 1
1.1.2 区间与邻域 ··················································································· 2
1.1.3 映射与函数的概念 ·········································································· 3
1.1.4 函数的几种特性 ············································································· 6
1.1.5 反函数与复合函数、函数的运算 ························································ 9
1.1.6 基本初等函数、初等函数 ································································ 13
1.1.7 函数的参数表示和极坐标表示 ·························································· 18
习题1.1 ··································································································· 22
1.2 数列的极限 ························································································ 24
1.2.1 数列极限的定义 ············································································ 24
1.2.2 数列极限的性质 ············································································ 27
习题1.2 ··································································································· 29
1.3 函数的极限 ························································································ 30
1.3.1 自变量趋向无穷大时函数的极限 ······················································· 30
1.3.2 自变量趋于有限值时函数的极限 ······················································· 31
1.3.3 函数极限的性质 ············································································ 34
习题1.3 ··································································································· 37
1.4 无穷小量与无穷大量 ············································································ 38
1.4.1 无穷小量的概念 ············································································ 38
1.4.2 无穷小量的性质 ············································································ 39
1.4.3 无穷大量 ····················································································· 39
习题1.4 ··································································································· 42
1.5 极限的运算法则 ·················································································· 42
1.5.1 极限的四则运算法则 ······································································ 42
1.5.2 复合函数的极限运算法则 ································································ 45
习题1.5 ··································································································· 46
1.6 极限存在准则与两个重要极限 ································································ 48
1.6.1 极限存在准则 ··············································································· 48
1.6.2 两个重要极限 ··············································································· 50
习题1.6 ··································································································· 55
1.7 无穷小量的比较 ················································································· 56
1.7.1 无穷小量的比较 ············································································ 57
1.7.2 利用等价无穷小求极限 ··································································· 58
习题1.7 ··································································································· 60
1.8 函数的连续与间断 ·············································································· 61
1.8.1 函数连续性的概念 ········································································· 61
1.8.2 连续函数的运算法则与初等函数的连续性 ··········································· 62
1.8.3 函数的间断点 ··············································································· 63
1.8.4 闭区间上连续函数的性质 ································································ 66
习题1.8 ··································································································· 69
拓展阅读 ································································································· 70
总习题一 ································································································· 71
第2 章 导数与微分 ····················································································· 76
2.1 导数的概念 ······················································································· 76
2.1.1 引例 ··························································································· 76
2.1.2 导数的定义 ·················································································· 77
2.1.3 导数的几何意义 ············································································ 80
2.1.4 函数可导性与连续性的关系 ····························································· 81
习题2.1 ··································································································· 82
2.2 导数的求导法则 ················································································· 83
2.2.1 导数的四则运算法则 ······································································ 83
2.2.2 反函数的求导法则 ········································································· 85
2.2.3 复合函数的求导法则 ······································································ 86
2.2.4 导数表(常数和基本初等函数的导数公式) ··········································· 87
习题2.2 ··································································································· 88
2.3 高阶导数 ·························································································· 89
2.3.1 高阶导数的概念 ············································································ 89
2.3.2 高阶导数的计算 ············································································ 89
习题2.3 ··································································································· 92
2.4 隐函数和参数方程所确定的函数的导数及其相关变化率 ······························ 93
2.4.1 隐函数的导数 ··············································································· 93
2.4.2 参数方程所确定的函数的导数 ·························································· 95
2.4.3 相关变化率 ·················································································· 97
习题2.4 ··································································································· 98
2.5 函数的微分 ······················································································ 100
2.5.1 微分的概念 ················································································ 100
2.5.2 基本初等函数的微分公式和微分法则 ··············································· 101
2.5.3 微分的几何意义及在近似计算中的应用 ············································ 103
习题2.5 ································································································· 105
拓展阅读 ······························································································· 107
总习题二 ······························································································· 108
第3 章 一元函数微分学的应用 ···································································· 113
3.1 微分中值定理 ··················································································· 113
3.1.1 罗尔中值定理 ············································································· 113
3.1.2 拉格朗日中值定理 ······································································· 115
3.1.3 柯西中值定理 ············································································· 117
习题3.1 ································································································· 119
3.2 洛必达(L' Hospital)法则 ····································································· 119
3.2.1 “
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”型未定式 ·········································································· 120
3.2.2 “
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”型未定式 ·········································································· 121
3.2.3 其他型的未定式 ·········································································· 123
习题3.2 ································································································· 124
3.3 泰勒公式 ························································································· 125
3.3.1 函数逼近 ··················································································· 125
3.3.2 泰勒中值定理 ············································································· 125
3.3.3 泰勒公式的应用 ·········································································· 128
习题3.3 ································································································· 129
3.4 函数的单调性、极值和最值 ································································· 130
3.4.1 函数的单调性 ············································································· 130
3.4.2 函数的极值 ················································································ 132
3.4.3 最大值与最小值问题 ···································································· 135
习题3.4 ································································································· 136
3.5 曲线的凹凸性与拐点 ·········································································· 137
3.5.1 曲线的凹凸性 ············································································· 138
3.5.2 曲线的拐点 ················································································ 140
习题3.5 ································································································· 142
3.6 曲率 ······························································································· 142
3.6.1 弧微分 ······················································································· 142
3.6.2 曲率及其计算公式 ········································································ 143
习题3.6 ·································································································· 146
3.7 函数的性态和图形 ············································································· 146
3.7.1 渐近线 ······················································································· 147
3.7.2 函数图形描绘 ·············································································· 148
习题3.7 ·································································································· 150
拓展阅读 ································································································ 150
总习题三 ································································································ 151
第4 章 不定积分 ······················································································· 154
4.1 不定积分的概念与性质 ······································································· 154
4.1.1 原函数与不定积分的概念 ······························································· 154
4.1.2 基本积分表 ················································································· 155
4.1.3 不定积分的性质 ··········································································· 156
习题4.1 ·································································································· 158
4.2 不定积分的换元积分法 ······································································· 159
4.2.1 第一类换元法 ·············································································· 159
4.2.2 第二类换元法 ·············································································· 162
习题4.2 ·································································································· 166
4.3 不定积分的分部积分法 ······································································· 167
习题4.3 ·································································································· 170
4.4 有理函数的积分 ················································································ 170
4.4.1 有理函数的积分 ··········································································· 170
4.4.2 三角有理式的积分 ········································································ 173
4.4.3 简单无理式的积分 ········································································ 174
习题4.4 ·································································································· 176
拓展阅读 ································································································ 176
总习题四 ································································································ 177
第5 章 定积分 ·························································································· 179
5.1 定积分的概念和性质 ·········································································· 179
5.1.1 引例 ·························································································· 179
5.1.2 定积分的定义 ·············································································· 181
5.1.3 定积分的近似计算 ········································································ 183
5.1.4 定积分的性质 ·············································································· 185
习题5.1 ································································································· 188
5.2 微积分基本公式 ················································································ 189
5.2.1 引例 ························································································· 190
5.2.2 积分上限的函数及其导数 ······························································ 190
5.2.3 牛顿-莱布尼茨公式 ······································································ 193
习题5.2 ································································································· 194
5.3 定积分的换元法和分部积分法 ······························································ 196
5.3.1 定积分的换元法 ·········································································· 196
5.3.2 定积分的分部积分法 ···································································· 200
习题5.3 ································································································· 201
5.4 反常积分 ························································································· 202
5.4.1 无穷区间上的反常积分 ································································· 203
5.4.2 无界函数的反常积分 ···································································· 205
习题5.4 ································································································· 208
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5.5 反常积分的审敛法和Γ函数 ······························································ 208
5.5.1 无穷区间上反常积分的判别法 ························································ 208
5.5.2 无界函数的反常积分的审敛法 ························································ 211
5.5.3 ? 函数 ······················································································ 213
*习题5.5 ································································································ 214
拓展阅读 ······························································································· 215
总习题五 ······························································································· 216
第6 章 定积分的应用 ················································································ 220
6.1 定积分的元素法 ················································································ 220
6.2 定积分在几何学上的应用 ···································································· 222
6.2.1 平面图形的面积 ·········································································· 222
6.2.2 体积 ························································································· 225
6.2.3 平面曲线的弧长 ·········································································· 228
习题6.2 ································································································· 231
6.3 定积分在物理学上的应用 ···································································· 232
6.3.1 变力沿直线所做的功 ···································································· 232
6.3.2 水压力 ······················································································ 233
6.3.3 引力 ························································································· 235
习题6.3 ································································································· 236
拓展阅读 ······························································································· 237
总习题六 ······························································································· 239
第7 章 微分方程 ······················································································· 241
7.1 微分方程的基本概念 ·········································································· 241
习题7.1 ·································································································· 244
7.2 可分离变量的微分方程 ······································································· 244
习题7.2 ·································································································· 246
7.3 齐次方程 ························································································· 247
7.3.1 齐次方程及其解法 ········································································ 247
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7.3.2 可化为齐次方程的微分方程 ··························································· 250
习题7.3 ·································································································· 252
7.4 一阶线性微分方程 ············································································· 253
7.4.1 一阶线性微分方程及常数变易法 ······················································ 253
7.4.2 伯努利方程 ················································································· 256
习题7.4 ·································································································· 257
7.5 可降阶的二阶微分方程 ······································································· 258
7.5.1 不含未知函数 y和 y?的方程 y?? ? f (x) ··············································· 258
7.5.2 不含未知函数 y的方程 y?? ? f (x, y?) ·················································· 259
7.5.3 不含自变量x的方程 y?? ? f ( y, y?) ····················································· 262
习题7.5 ·································································································· 263
7.6 二阶线性微分方程解的结构 ································································· 264
7.6.1 二阶线性微分方程 ········································································ 264
7.6.2 线性微分方程解的结构 ·································································· 265
习题7.6 ·································································································· 267
7.7 二阶常系数齐次线性微分方程 ······························································ 268
习题7.7 ·································································································· 272
7.8 二阶常系数非齐次线性微分方程 ··························································· 272
7.8.1 ( ) e ( ) x
m fx P x ?
? 型 ········································································· 273
7.8.2 1( ) e ( )cos x
m f x P x x ? ? ? 或 2( ) e ( )sin x
m f x P x x ? ? ? 型 ································ 276
习题7.8 ·································································································· 279
7.9 欧拉方程 ························································································· 280
习题7.9 ·································································································· 281
7.10 常系数线性微分方程组 ······································································ 281
习题7.10 ································································································ 283
拓展阅读 ································································································ 283
总习题七 ································································································ 285
数学实验(上) ···························································································· 287
Python 简介及基本操作 ············································································· 287
实验1 割圆术、生长模型 ········································································ 323
实验2 陈酒出售的最佳时机问题 ······························································· 327
实验3 泰勒展开与e 的计算 ····································································· 331
实验4 氢燃料电池堆优化设计 ·································································· 335
实验5 智慧农场中根系层含水量估计与智能灌溉决策 ···································· 343
习题答案··································································································· 351
第1 章 函数、极限与连续 ······································································· 351
第2 章 导数与微分 ················································································ 357
第3 章 一元函数微分学的应用 ································································· 364
第4 章 不定积分 ··················································································· 369
第5 章 定积分 ······················································································ 374
第6 章 定积分的应用 ············································································· 378
第7 章 微分方程 ··················································································· 380
主要参考文献 ···························································································· 387
附录 积分表 ···························································································· 389
前言
《高等数学》作为理工科学生的必修基础课程之一,历来是培养学生数学素养、逻辑思维能力和科学研究能力的重要途径. 随着科技的飞速进步和社会的发展,这门课程的教学内容与方法也在不断地变化和拓展. 本书分为上、下两册,上册内容包括一元微积分学与常微分方程,下册则涵盖空间解析几何、多元微积分学与级数等内容. 本书既可作为普通高等学校理工科专业的本科教材,也可作为教学参考书.
在当今高等数学的教材市场中,已经存在诸多质量较高的教材. 然而,随着新一轮科技革命和产业变革的推进,传统的教学内容和方式也面临着更新与革新的需求. 在这种时代背景下,我们编写本书,旨在为数学教育和人才培养提供一种新的选择. 具体来说,以下几个方面的考虑促使了本书的诞生.
第一,在全球科技迅猛发展的今天,数学作为科学的基础工具,在推动技术创新、产业升级、社会进步方面发挥着不可或缺的作用. 国家提出以“新”提“质”,以“数”赋能新质生产力的战略目标,强调数学教育要注重创新性、实用性和社会应用,培养具备跨学科视野和实践能力的高素质人才. 本书编写之初,即立足于数字技术日新月异的发展趋势,力求将现代数学方法与实际产业需求结合,为学生提供具有前瞻性的数学教育内容,为他们成为适应新技术时代的创新型人才打下基础.
第二,课程思政已成为教育体系中的重要组成部分,数学作为一门基础学科,也不应置身事外. 本书在内容设计上,从方法论和辩证统一的角度,努力深挖数学与思政教育的结合点. 我们不仅关注学生数学知识的掌握,还注重培养学生正确的世界观、人生观和价值观. 通过将思想政治教育有机融入数学教学,我们旨在启发学生树立正确的人生理想、社会责任感与使命担当,激发他们为国家和社会做贡献的意识. 同时,本书通过对数学思想和方法的剖析,提升学生的批判性思维和创新意识,致力培养他们成为有理想、有信仰、有担当的新时代青年.
第三,信息技术的迅猛发展,尤其是计算机与互联网的普及以及人工智能的发展,带来了教育模式的深刻变革. 在这种背景下,本书在内容编排上力求既扎根基础,又面向应用,兼顾数学思想和方法的传授. 同时,注重数学的几何背景与实际意义,以确保学生不仅掌握数学方法,更能理解其背后的思想. 为了满足新时代教育的需求,进一步提高学生解决实际问题和动手操作的能力,本书特别增加了Python 数学实验的内容,注重信息技术与数学的结合,支持学生利用Python 等工具进行数学实验,探索数学在现实世界中的应用. 通过实践性强的数学实验,学生不仅能更好地掌握数学的基本概念,还能亲身体验数学在现实问题中的应用,增强动手能力和创新思维. 人工智能的发展,特别是DeepSeek、豆包、Kimi等大模型的应用,为数学教育注入了全新活力. 这些大模型具备强大的数据分析、智能解答以及模拟演示能力,能够为学生提供多元化的学习辅助. 但我们建议,在高等数学基础知识的学习阶段,学生应避免过度依赖大模型,以防造成思维惰性,削弱创新能力. 在独立完成解题、建模、分析等任务后,学生可利用大模型进行验证和比较,将其作为一种高效的辅助工具.
第四,当今社会对高素质应用型人才的需求日益增加,数学作为基础学科,其应用价值也愈加突出. 本书在注重理论知识讲解的同时,也关注数学在实际工程、技术及科学研究中的应用. 我们不仅强调数学的普遍性与抽象性,还在书中加入了大量与实际问题相关的案例和习题,力求让学生在学好数学基础的同时,初步具备利用数学作为工具解决实际问题,特别是工程问题、科学研究问题的能力. 通过对数学方法的应用和实践,学生将能够更好地应对未来职业生涯中的挑战,尤其是在科技创新、工程技术、数据分析等领域中发挥重要作用.
总之,《高等数学》作为一门经典的基础课程,不仅关乎学科知识本身的传授、创新,更承载着国家对未来人才的培养使命. 希望本书能够帮助学生在数学的海洋中遨游,激发他们的探索精神,培养他们的创新能力和批判性思维,为未来的科学技术发展和社会进步贡献力量.
本书的编写工作安排如下:第1~2章由李绍刚和刘期怀老师负责,第3章由蒋利华老师负责,第4章由林昕茜老师负责,第5 章由杨龙老师负责,第6 章由熊峰和黄逸飞老师负责,第7 章由李光云老师负责,第8章由齐恩凤老师负责,第9 章由陈翠玲和吴果林老师负责,第10 章由李玉山老师负责,第11 章由徐勐戬老师负责,第12 章由黄良力和郭述锋老师负责,数学实验由黄文韬、何东平和黄婷老师负责. 最后由黄文韬和刘期怀老师进行统稿. 本教材编写工作得到了广西师范大学数学与统计学院、桂林电子科技大学数学与计算科学学院和桂林航天工业学院理学院领导和老师们的大力支持和帮助,在此一并表示诚挚的感谢.
限于编者水平,书中难免存在疏漏之处,恳请广大读者批评指正.
编 者
2025年6月
针对高等学校本科生编写的数学教材,覆盖知识点全面、讲解通俗易懂、试题类型丰富,可更好地满足学习高等数学的需要。
集合是数学中的一个最基本的概念,已渗透到数学的各个分支,成为现代数学的基础和语言. 一般地,具有某种特定性质的事物的总体称为集合. 组成这个集合的对象称为该集合的元素.
集合的表示方法主要有列举法和描述法. 列举法是将集合的元素一一列举出来,写在一个花括号内.
我们学习过的许多数学运算都是成对互逆出现的,如加法与减法、乘法与除法. 在微分学部分,我们学习了如何求一个函数的导函数,在这一章我们将讨论的它的逆运算,即寻找一个可导函数,使它的导函数等于已知函数.
微分方程作为一门重要的数学学科分支,其产生与发展紧密伴随着人类生产实践的需求. 历经三百余年的历程,它不仅在数学领域占据着关键地位,还广泛渗透到物理学、化学、脑科学、生物学、经济学等众多学科,对推动科学技术的进步发挥了不可替代的作用. 如今,在21 世纪,微分方程正以全新的科学思维模式,展现出蓬勃的生机与活力.
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