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Implement any one uninformed (deterministic) search method and any one informed (heuristic-based / stochastic) search method in any programming language, e.g., C, Java etc. The

Implement any one uninformed (deterministic) search method and any one informed (heuristic-based / stochastic) search method in any programming language, e.g., C, Java etc. The search methods are listed below in the two different categories.

Uninformed / Deterministic Search Methods

  • Depth First Search
  • Breadth First Search
  • Depth Limited Search
  • Uniform Cost Search (Branch and Bound)

Informed / Stochastic Search Methods (with heuristics)

  • Greedy Search (Best First)
  • A* Search
  • Hill Climbing Search (Gradient Descent)

You can implement the search methods in the context of any other application, e.g., building a GPS, finding parking, searching for a web page etc. The program requirements are as follows.

  • Input: Start State, Intermediate States, Goal Test, Path Cost for both informed and uninformed methods, Search Heuristic for informed methods.
  • Processing: Any one uniformed and any one informed search method to go from the start state to the goal state.
  • Output: Path(s) traced from start state to goal state, Total path cost.

Also explain:

  • Search Problem
  • Path Cost and Heuristics
  • Search Map with and without heuristics
  • Search Tree for each method
  • Relevant Parts of Source Code for the Searches
  • Demo of Searches live

Any program language can be used. Please include the code when answering. Thanks!

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