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Everything about Combinatorial explosion

Rapid growth of the complexity of a problem due to its combinatorial properties

In mathematics, a combinatorial explosion is the rapid growth of the complexity of a problem due to the way its combinatorics depends on input, constraints and bounds. Combinatorial explosion is sometimes used to justify the intractability of certain problems. Examples of such problems include certain mathematical functions, the analysis of some puzzles and games, and some pathological examples which can be modelled as the Ackermann function. Wikipedia →

🧭 Start here: a 6-step reading path

  1. Read the overview: Combinatorial explosionA 5-minute orientation
  2. Skim a recent paper: Quantum Annealing Boosts Prediction of Multimolecular Adsorption on Solid Surfaces Avoiding Combinatorial ExplosionInfluential work since 2022
  3. Pick up a classic book: Organic synthesis and molecular engineeringThe most-reprinted book on the subject
  4. Read the landmark paper: Combinatorial rule explosion eliminated by a fuzzy rule configurationCited 200 times
  5. Go sideways: Brute-force searchA closely related topic
  6. Go sideways: Solving chessA closely related topic

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