II.
LibraryProcess overview
Reference · livelib-process:algorithms-optimization--pattern-recognition
specializations/algorithms-optimization/pattern-recognition overview
Problem Pattern Recognition and Classification - Process for analyzing problem statements, identifying patterns (two-pointer, sliding window, DP, greedy, graph), and selecting appropriate algorithms based on constraints.
Attributes
displayName
specializations/algorithms-optimization/pattern-recognition
description
Problem Pattern Recognition and Classification - Process for analyzing problem statements, identifying
patterns (two-pointer, sliding window, DP, greedy, graph), and selecting appropriate algorithms based on constraints.
libraryPath
library/specializations/algorithms-optimization/pattern-recognition.js
specialization
algorithms-optimization
references
- - LeetCode Patterns: https://seanprashad.com/leetcode-patterns/
- - Algorithm Pattern Recognition: https://www.geeksforgeeks.org/fundamentals-of-algorithms/
example
const result = await orchestrate('specializations/algorithms-optimization/pattern-recognition', {
problemStatement: 'Given an array, find two numbers that sum to target',
constraints: { n: 10000, values: [-10^9, 10^9] },
examples: [{ input: '[2,7,11,15], target=9', output: '[0,1]' }]
});
usesAgents
- competitive-programmer
- complexity-analyst
Outgoing edges
lib_applies_to_domain1
- domain:computer-science·DomainComputer Science
lib_belongs_to_specialization1
- specialization:algorithms-optimization·Specialization
lib_implements_workflow1
- workflow:architecture-decision-record·WorkflowArchitecture Decision Record
lib_involves_role2
- role:backend-engineer·RoleBackend Engineer
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area2
- skill-area:dynamic-programming·SkillAreaDynamic Programming
- skill-area:graph-algorithms·SkillAreaGraph Algorithms
uses_agent2
- lib-agent:algorithms-optimization--competitive-programmer·LibraryAgentcompetitive-programmer
- lib-agent:algorithms-optimization--complexity-analyst·LibraryAgentcomplexity-analyst
Incoming edges
None.