Mind · Strategy
LateralOptimization
Reframe -> Optimize -> Translate loop
Definition
Mechanism
A Creative problem-solving loop to Think and escape local optima by shifting domains. 1. Reframe: Transform the problem P into a mapped domain P' (e.g., Code -> Biological System). 2. Optimize: Solve or improve P' to get Solution S' using domain-specific heuristics of the new frame to reach Global maxima. 3. Translate: Map S' back to the original domain to get Solution S. This technique leverages the fact that different domains have different 'easy' problems and optimization landscapes.
Preconditions
- Hard problem (Local Optimum reached)
- Available Analogy/Frame
Postconditions
- Novel solution found
- Perspective shift recorded
Invariants
- Analogy Coherence: The mapping between domains must be structurally consistent.
- Solution Validity: The final output must satisfy the original constraints.
Risks
Failure modes
Translation Loss
The metaphor breaks down, and the solution S' cannot be mapped back to S.
Hallucination
The analogy introduces features that don't exist in the original problem.
Complexity Overhead
The cost of mapping outweighs the gain in solution quality.
Relationships
Builds on
Composes with
Nothing in this library builds on this pattern yet.
Reference
Signature
Think(Creative)Optimize(Global)