Definition
Search landscape evolution frames biological adaptation as movement through a vast space of possible configurations, guided by selection rather than foresight.
Why It Matters
Framing evolution as a search problem reveals the ‘path-dependent’ nature of biology; it helps us understand why life often finds ‘good enough’ local optima rather than the ‘perfect’ global solution, a lesson that applies equally to business and software design.
Core Concepts
- Search spaces can be astronomically large.
- Evolution does not inspect all possibilities; it uses local variation and selection.
- Fitness landscapes have peaks, valleys, and path dependence.
- Good search strategies exploit structure rather than brute force.