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出版时间:2020-05
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内容介绍

基本信息

  • 商品名称:Julia高性能科学计算(第2版)
  • 作者:(韩)权昌贤|责编:张春雨|译者:徐国栋//李琦
  • 定价:79
  • 出版社:电子工业
  • ISBN号:9787121381775

其他参考信息(以实物为准)

  • 出版时间:2020-05-01
  • 印刷时间:2020-05-01
  • 版次:1
  • 印次:1
  • 开本:16开
  • 包装:平装
  • 页数:240
  • 字数:235千字

编辑推荐语

本书是Julia Programming for Operations Research的中文版,作者是美国南佛罗里达大学副教授Changhyun Kwon。他为了方便学生学习写下本书,本书可以作为高校师生和IT从业者关于Julia语言、科学计算、数学建模、机器学习、运筹学的参考书。 麻省理工学院(MIT)在读博士、Julia中文社区核心成员覃含章,Julia中文社区核心成员、Julia的量子算法包Yao.jl的作者之一罗秀哲(Roger),皆为本书做序,大力 本书。

内容提要

Julia 像C 一样快,像MATLAB 一样方便,并且像Python 一样通用。在Julia 开发者,特别是JuMP 包开发者的大力支持下,Julia 为运筹学及相关领域的高性能科学计算提供了一个强大的工具——JuMP。本书对Julia 语法基础及其标准库、编程技巧、数值优化、优化求解、计算机科学计算都有所涉及,它可以作为计算机科学计算的入门图书使用;本书作者是美国南佛罗里达大学副教授Changhyun Kwon,他为了方便学生的研究、学习写下本书,所以本书也可以作为高校研究生和教师的有用的参考书。

作者简介

Changhyun Kwon是南佛罗里达大学工业与管理系统工程副教授。他的研究兴趣包括运输系统分析和服务运营问题。他的研究得到了包括 科学基金会、美国运输部和加拿大大使馆在内的各种组织的支持。在加入南佛罗里达大学之前,Changhyun Kwon曾在布法罗大学任教,并于2015年获得UB杰出学者:青年研究者奖。
  译者 徐国栋:浙江大学计算机专业硕士,目前主要从事与3D视觉相关的研究,Julia爱好者,Julia中文社区翻译参与者。
  李琦:生物信息 从业者,星宇辰庚CEO。Julia骨灰粉,Julia中文社区翻译参与者。

目录

章 介绍和安装 ·················································································································.1
1.1 什么是Julia 及为什么要使用Julia ·····································································.2
1.2 安装Julia ····················································································································.4
1.2.1 在Windows 系统上安装Julia ··································································.4
1.2.2 在macOS 系统上安装Julia ·····································································.9
1.2.3 运行Julia 脚本 ···························································································.13
1.2.4 安装Gurobi·································································································.13
1.2.5 安装CPLEX ·······························································································.15
1.3 安装IJulia·················································································································.17
1.4 包管理 ·······················································································································.20
1.5 帮助 ····························································································································.22
第2 章 简单线性规划···········································································································.24
2.1 线性规划问题 ··········································································································.25
2.2 写线性规划问题的其他方式 ···············································································.29
2.3 写线性规划问题的另一种方式 ··········································································.31
2.4 混合整数线性规划问题 ························································································.32
第3 章 Julia 语言基础 ·········································································································.35
3.1 向量、矩阵和数组 ·································································································.35
3.2 元组 ····························································································································.40
3.3 索引和范围 ··············································································································.42
3.4 打印信息 ···················································································································.45
3.5 集合、字典和循环 ·································································································.47
3.6 函数 ····························································································································.50
3.7 变量的作用域 ··········································································································.52
3.8 随机数生成 ··············································································································.55
3.9 文件读/写 ·················································································································.59
3.10 绘图 ·························································································································.63
3.10.1 PyPlot 包····································································································.64
3.10.2 在PyPlot 中避免使用第三方字体······················································.68
第4 章 数值方法选题···········································································································.70
4.1 曲线拟合 ···················································································································.70
4.2 数值微分 ···················································································································.