The best replacement for evolutionary is revolutionary.

The best alternatives to evolutionary are rated as following:
★★★★★  revolutionary
★★  waterfall
★  throwaway prototyping
★  incremental
  throw away
  genetic algorithms
  throwaway prototypes
  throw away prototyping

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