那伽邪無 Tech notes of DeerRIDER

Personal Translation of The Art of Computer Programming


Progress

Volume 4, fasicle 1:

Content of TAOCP

  • Chapter 1 – Basic concepts. Algorithms, Mathematical, Preliminaries, MMIX, Some Fundamental Programming Techniques.
  • Chapter 2 – Information Structures. Linear Lists, Trees, Multilinked Structures, Dynamic Storage,Allocation, History and Bibliography.
  • Chapter 3 – Random Numbers. Generating Uniform Random Numbers, Statistical Tests, Other Types of Random Quantities, What Is a Random Sequence?
  • Chapter 4 – Arithmetic. Positional Number Systems, Floating Point Arithmetic, Multiple Precision Arithmetic, Radix Conversion, Rational Arithmetic, Polynomial Arithmetic, Manipulation of Power Series.
  • Chapter 5 – Sorting. Combinatorial Properties of Permutations, Internal sorting, Optimum Sorting, External Sorting.
  • Chapter 6 – Searching. Sequential Searching, Searching by Comparison of Keys, Digital Searching, Hashing, Retrieval on Secondary Keys.
  • Chapter 7 – Combinatorial Searching. Boolean Basics, Binary Decision Diagrams, Generating All Possibilities, Shortest paths, Graph algorithms, Network algorithms, Independence ,theory, Discrete dynamic programming, Branch-and-bound techniques, Herculean tasks (aka NP-hard problems), Near-optimization.
  • Chapter 8 – Recursion
  • Chapter 9 – Lexical scanning
  • Chapter 10 – Parsing techniques
  • Chapter X - The Theory of Context-free Languages
  • Chapter Y - Compiler Techniques

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