TAOCP Vol 1: Fundamental Algorithms · Week 30

TAOCP 1.3.3 Applications to Permutations: reading guide

About the book

Permutations written in cycle notation, how to multiply them, and how to invert a permutation in place in memory, with MIX programs and analysis. It mixes the math from 1.2 with the programming from 1.3.

Time About 8 hours this week

Why it matters

In-place permutation and cycle-following are real techniques: think in-place array rotation, transposing matrices, and shuffling. The analysis also introduces counting cycles in random permutations.

Before you start

  • 1.3.2 The MIX Assembly Language
  • 1.2.5 Permutations and Factorials

How to approach it

Do several cycle-notation multiplications by hand until you can do them fast. Then implement in-place inversion of a permutation array in C or Python before reading the MIX version. Compare approaches.

Exercises

Work every exercise rated 10 to 20; most are about tracing the algorithm by hand or tweaking one step, which is exactly the skill you want. Pick one or two rated 20 to 25 that involve modifying the algorithm and implement your modification in a real language with tests. Skip HM exercises unless you enjoy calculus, and treat anything rated 40+ as a research problem, not homework.

Traps

  • Multiplying permutations in the wrong order. Knuth composes left to right; many textbooks do the opposite.
  • Forgetting to mark visited elements when following cycles in place.

Links

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