Question
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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