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Analogical Reasoning(AR)
Solves problems by finding and applying similar patterns from known domains
In 30 seconds
- What
- Solves novel problems by mapping structures from familiar domains onto unfamiliar ones, transferring known patterns across contexts.
- When to use
- Design or strategy problems where you lack direct precedent but can find structurally similar systems in other fields.
- Watch out
- Surface similarities can mask critical differences; transferred patterns often fail when domain constraints or incentives actually diverge.
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Analogical Reasoning: Overview
Solves problems by finding and applying similar patterns from known domains
- Pattern recognition across domains
- Knowledge transfer from familiar contexts
- Structural similarity mapping
- Creative problem-solving
- Learning from examples
- Cross-domain insight generation
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References
The papers, specifications, and repositories this pattern is based on.
- Structure-Mapping: A Theoretical Framework for Analogy (Gentner, 1983)
- The Analogical Mind: Perspectives from Cognitive Science (Holyoak & Morrison, 2005)
- Large Language Models as Analogical Reasoners - Yasunaga et al. (ICLR 2024)arXiv:2310.01714
- ConceptNet: Commonsense Knowledge for Analogical Reasoning
- Cognitive Science Society - Analogical Reasoning
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