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About

This utility functions as a deterministic entropy generator for textual data, designed for cryptographic visualization, cognitive science testing, and educational resource generation. It moves beyond simple randomization by implementing structured algorithms like the Typoglycemia effect, which demonstrates the brain's ability to decode text as long as the first and last characters remain fixed.

Unlike basic randomizers, this engine parses text semantically, preserving punctuation, line breaks, and casing structures while manipulating the internal character order. It serves as a critical tool for developers testing sorting algorithms, teachers generating anagram worksheets, and researchers studying reading comprehension under noise.

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Formulas

The core randomization relies on the Fisher-Yates Shuffle, an algorithm that generates a random permutation of a finite sequence. For a string of length L, the number of possible permutations (entropy space) is defined factorially:

P = L!

In Typoglycemia Mode, the algorithm is constrained. Given a word w where length |w| > 3, indices 0 and n-1 are locked. The permutation set S applies only to the substring:

wscramble = w[0] + shuffle(w[1..n-2]) + w[n-1]

Reference Data

AlgorithmComplexityEntropy LevelUse Case
Fisher-Yates ShuffleO(n)MaximumCryptography, Hard Puzzles
TypoglycemiaO(n)MediumCognitive Testing, Speed Reading
Adjacent SwapO(n)LowEasy Puzzles, Slight Noise
Full ReversalO(n)FixedMirror Text, Palindromes
Block ShuffleO(n)HighSentence/Paragraph Reordering

Frequently Asked Questions

Typoglycemia is a cognitive phenomenon where readers can comprehend text despite the internal letters of words being scrambled, provided the first and last letters remain in place. This tool accurately simulates this by locking boundary indices.
Yes. The parsing engine utilizes strict RegEx boundaries to identify alphanumeric tokens. Punctuation marks (.,;:) and special symbols are preserved in their original positions to maintain sentence structure.
The tool uses the Fisher-Yates shuffle algorithm, which produces an unbiased permutation. Every possible arrangement of letters within the constraints of the selected mode is equally likely.
Yes. Switch the "Output Mode" to "Worksheet / Puzzle". This generates a print-optimized DOM layout with the scrambled words on the left, input lines on the right, and an answer key on a separate page.