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Variants to presented algorithms

  • Combine Depth First Search and Breadth First Search, by performing Depth Limited Search with increased depths until a goal is found
  • Enrich Hill Climbing with random restart to hinder the local maximum and foothill problems
  • Stochastic Beam Search: select w nodes randomly; nodes with higher values have a higher probability of selection
  • Genetic Algorithms: generate nodes like in stochastic beam search, but from two parents rather than from one

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