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recurrence-solver

// Solve recurrence relations using multiple methods including Master Theorem and generating functions

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updated:March 4, 2026
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SKILL.md Frontmatter
namerecurrence-solver
descriptionSolve recurrence relations using multiple methods including Master Theorem and generating functions
allowed-toolsBash,Read,Write,Edit,Glob,Grep
metadata[object Object]

Recurrence Solver

Purpose

Provides expert guidance on solving recurrence relations arising from divide-and-conquer and recursive algorithm analysis.

Capabilities

  • Apply Master Theorem (all three cases)
  • Substitution method with guess verification
  • Recursion tree analysis with visualization
  • Generating functions for complex recurrences
  • Akra-Bazzi method for generalized recurrences
  • Handle non-standard recurrence forms

Usage Guidelines

  1. Recognition: Identify recurrence structure and applicable methods
  2. Master Theorem: Check and apply Master Theorem cases
  3. Substitution: Formulate and verify guess for complex cases
  4. Tree Analysis: Build recursion tree for intuition
  5. Verification: Validate solutions with base cases

Tools/Libraries

  • SymPy
  • Visualization libraries
  • Symbolic algebra systems