Structure and Interpretation of Computer Programs - 2nd Edition (MIT)

Structure and Interpretation of Computer Programs - 2nd Edition (MIT) pdf epub mobi txt 电子书 下载 2026

出版者:The MIT Press
作者:Harold Abelson
出品人:
页数:657
译者:
出版时间:1996-7-25
价格:USD 145.56
装帧:Hardcover
isbn号码:9780262011532
丛书系列:
图书标签:
  • programming
  • 计算机
  • SICP
  • 计算机科学
  • 编程
  • scheme
  • lisp
  • MIT
  • Structure and Interpretation of Computer Programs
  • 2nd Edition
  • MIT
  • Computer Science
  • Programming
  • Lisp
  • Functional Programming
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具体描述

Structure and Interpretation of Computer Programs has had a dramatic impact on computer science curricula over the past decade. This long-awaited revision contains changes throughout the text.

There are new implementations of most of the major programming systems in the book, including the interpreters and compilers, and the authors have incorporated many small changes that reflect their experience teaching the course at MIT since the first edition was published.

A new theme has been introduced that emphasizes the central role played by different approaches to dealing with time in computational models: objects with state, concurrent programming, functional programming and lazy evaluation, and nondeterministic programming. There are new example sections on higher-order procedures in graphics and on applications of stream processing in numerical programming, and many new exercises.

In addition, all the programs have been reworked to run in any Scheme implementation that adheres to the IEEE standard.

作者简介

Hal Abelson is Class of 1922 Professor of Computer Science and Engineering at Massachusetts Institute of Technology and a fellow of the IEEE. He is a founding director of Creative Commons, Public Knowledge, and the Free Software Foundation. Additionally, he serves as co-chair for the MIT Council on Educational Technology.

Gerald Jay Sussman is the Matsushita Professor of Electrical Engineering in the Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology. He is also the coauthor of Structure and Interpretation of Computer Programs (MIT Press, second edition, 1996).

目录信息

Foreword
Preface to the Second Edition
Preface to the First Edition
Acknowledgments
1 Building Abstractions with Procedures
1.1 The Elements of Programming
1.1.1 Expressions
1.1.2 Naming and the Environment
1.1.3 Evaluating Combinations
1.1.4 Compound Procedures
1.1.5 The Substitution Model for Procedure Application
1.1.6 Conditional Expressions and Predicates
1.1.7 Example: Square Roots by Newton's Method
1.1.8 Procedures as Black-Box Abstractions
1.2 Procedures and the Processes They Generate
1.2.1 Linear Recursion and Iteration
1.2.2 Tree Recursion
1.2.3 Orders of Growth
1.2.4 Exponentiation
1.2.5 Greatest Common Divisors
1.2.6 Example: Testing for Primality
1.3 Formulating Abstractions with Higher-Order Procedures
1.3.1 Procedures as Arguments
1.3.2 Constructing Procedures Using Lambda
1.3.3 Procedures as General Methods
1.3.4 Procedures as Returned Values
2 Building Abstractions with Data
2.1 Introduction to Data Abstraction
2.1.1 Example: Arithmetic Operations for Rational Numbers
2.1.2 Abstraction Barriers
2.1.3 What Is Meant by Data?
2.1.4 Extended Exercise: Interval Arithmetic
2.2 Hierarchical Data and the Closure Property
2.2.1 Representing Sequences
2.2.2 Hierarchical Structures
2.2.3 Sequences as Conventional Interfaces
2.2.4 Example: A Picture Language
2.3 Symbolic Data
2.3.1 Quotation
2.3.2 Example: Symbolic Differentiation
2.3.3 Example: Representing Sets
2.3.4 Example: Huffman Encoding Trees
2.4 Multiple Representations for Abstract Data
2.4.1 Representations for Complex Numbers
2.4.2 Tagged data
2.4.3 Data-Directed Programming and Additivity
2.5 Systems with Generic Operations
2.5.1 Generic Arithmetic Operations
2.5.2 Combining Data of Different Types
2.5.3 Example: Symbolic Algebra
3 Modularity, Objects, and State
3.1 Assignment and Local State
3.1.1 Local State Variables
3.1.2 The Benefits of Introducing Assignment
3.1.3 The Costs of Introducing Assignment
3.2 The Environment Model of Evaluation
3.2.1 The Rules for Evaluation
3.2.2 Applying Simple Procedures
3.2.3 Frames as the Repository of Local State
3.2.4 Internal Definitions
3.3 Modeling with Mutable Data
3.3.1 Mutable List Structure
3.3.2 Representing Queues
3.3.3 Representing Tables
3.3.4 A Simulator for Digital Circuits
3.3.5 Propagation of Constraints
3.4 Concurrency: Time Is of the Essence
3.4.1 The Nature of Time in Concurrent Systems
3.4.2 Mechanisms for Controlling Concurrency
3.5 Streams
3.5.1 Streams Are Delayed Lists
3.5.2 Infinite Streams
3.5.3 Exploiting the Stream Paradigm
3.5.4 Streams and Delayed Evaluation
3.5.5 Modularity of Functional Programs and Modularity of Objects
4 Metalinguistic Abstraction
4.1 The Metacircular Evaluator
4.1.1 The Core of the Evaluator
4.1.2 Representing Expressions
4.1.3 Evaluator Data Structures
4.1.4 Running the Evaluator as a Program
4.1.5 Data as Programs
4.1.6 Internal Definitions
4.1.7 Separating Syntactic Analysis from Execution
4.2 Variations on a Scheme -- Lazy Evaluation
4.2.1 Normal Order and Applicative Order
4.2.2 An Interpreter with Lazy Evaluation
4.2.3 Streams as Lazy Lists
4.3 Variations on a Scheme -- Nondeterministic Computing
4.3.1 Amb and Search
4.3.2 Examples of Nondeterministic Programs
4.3.3 Implementing the Amb Evaluator
4.4 Logic Programming
4.4.1 Deductive Information Retrieval
4.4.2 How the Query System Works
4.4.3 Is Logic Programming Mathematical Logic?
4.4.4 Implementing the Query System
5 Computing with Register Machines
5.1 Designing Register Machines
5.1.1 A Language for Describing Register Machines
5.1.2 Abstraction in Machine Design
5.1.3 Subroutines
5.1.4 Using a Stack to Implement Recursion
5.1.5 Instruction Summary
5.2 A Register-Machine Simulator
5.2.1 The Machine Model
5.2.2 The Assembler
5.2.3 Generating Execution Procedures for Instructions
5.2.4 Monitoring Machine Performance
5.3 Storage Allocation and Garbage Collection
5.3.1 Memory as Vectors
5.3.2 Maintaining the Illusion of Infinite Memory
5.4 The Explicit-Control Evaluator
5.4.1 The Core of the Explicit-Control Evaluator
5.4.2 Sequence Evaluation and Tail Recursion
5.4.3 Conditionals, Assignments, and Definitions
5.4.4 Running the Evaluator
5.5 Compilation
5.5.1 Structure of the Compiler
5.5.2 Compiling Expressions
5.5.3 Compiling Combinations
5.5.4 Combining Instruction Sequences
5.5.5 An Example of Compiled Code
5.5.6 Lexical Addressing
5.5.7 Interfacing Compiled Code to the Evaluator
References
List of Exercises
Index
· · · · · · (收起)

读后感

评分

这本书提到的很多次的一个词就是abstraction:对于函数进行抽象,对于数据进行抽象,这种抽象能力其实时非常重要的。 阅读代码时的抽象 在学好编程之前总是对于所有函数的所有实现都感兴趣,碰到一个大型的项目就恨不得将所有函数都弄明白,但是这种方法其实很不明智,在开发大...  

评分

1. 涵盖面很广。从数据抽象、过程抽象、迭代、高阶函数等编程和控制系统复杂性的思想,到数据结构和算法,到编译器/解释器、编程语言设计。MIT这门课的课程讲义(在MIT OCW里可找到)里还增加了面向对象编程的内容。虽然很多内容涉及并不深入,但是这是MIT EECS(电子工程与计...  

评分

(先得报一下进度:看完了前三章,前两章的习题大部分都做了,不过第三章就偷懒几乎没做) 如果要问现代数学最重要的概念是什么,那毫无疑问就是函数了,或者更确切地说,是映射。泛函这个词,或许对非数学系的同学来说有些陌生,但如果写成英语 functional, 看起来就眼熟多了...  

评分

上帝是魔法師,魔法師是無神論者。 圣經灌輸教義,魔法書揭示魔力。 這本書使胡言亂語的癡迷者硬起來。 這本書讓魔法師重拾一切元素盡在掌握的驕傲。 這本書寫給那些制定規則的人。

评分

1. 涵盖面很广。从数据抽象、过程抽象、迭代、高阶函数等编程和控制系统复杂性的思想,到数据结构和算法,到编译器/解释器、编程语言设计。MIT这门课的课程讲义(在MIT OCW里可找到)里还增加了面向对象编程的内容。虽然很多内容涉及并不深入,但是这是MIT EECS(电子工程与计...  

用户评价

评分

不论学不学 scheme ,都非常值得一读的好书!

评分

内力大涨

评分

有一天,写程序的人会意识到这是我们的圣经

评分

编程课的教材。老师把这本书中原本用scheme写的程序都翻译成javascript了。

评分

用了很久,可是还是没有看完...

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