Programming

Sudoku

sudoku is the drosophila of constraint satisfaction: small enough to hold in your head, rich enough to demonstrate every solving paradigm that matters. this page works through four of them against my actual code — a backtracking solver with \(O(1)\) constraint sets (arcade/references/sudoku/solver.py), a dart port that also generates puzzles (arcade-mobile), an integer-programming formulation solved for real with scipy, and the exact-cover view that leads to knuth’s algorithm x. every timing below is a real run on this machine.

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The Art of R Programming: A Tour of Statistical Software Design

Chapter 1: Getting Started

mean(abs(rnorm(100)))  # generate 100 N(0,1) variates, take abs, then mean
rnorm(10)

Chapter 2: Vectors

Chapter 3: Matrices and Arrays

Chapter 4: Lists

Chapter 5: Data Frames

Chapter 6: Factors and Tables

Chapter 7: R Programming Structures

Chapter 8: Doing Math and Simulations in R

Chapter 9: Object-Oriented Prgoramming

Chapter 10: Input/Output

Chapter 11: String Manipulation

Chapter 12: Graphics

Chapter 13: Debugging

Chapter 14: Performance Enhancement: Speed and Memory

Chapter 15: Interfacing R to Other Languages

Chapter 16: Parallel R