Java implementation of algorithms from Norvig And Russell's "Artificial Intelligence - A Modern Approach 4th Edition."

• Re-design uninformed and informed search hierarchy:
  • SearchFunction
    • TreeSearch (sub-package)
      • GeneralTreeSearch (fig 3.7) x
        • BasicGeneralTreeSearch x
          • BasicDepthFirstTreeSearch (pg. 86 'modified at no extra memory cost so that it checks new states against those on the path from the root to the current node; to avoid infinite loops)
        • UniformCostTreeSearch (ensure does not need to be at same level as GeneralTreeSearch)
          • BasicUniformCostTreeSearch
      • BreadthFirstTreeSearch (variant of General tree search which checks if solution before adding to frontier)
        • BasicBreadthFirstTreeSearch
      • recursive
        • RecursiveDepthLimitedTreeSearch (fig 3.17) x
          • BasicRecursiveDepthLimitedTreeSearch x
        • IterariveDeepeningSearch x
          • BasicIterativeDeepeningSearch x
        • RecursiveBestFirstTreeSearch (fig 3.26) x
          • BasicRecursiveBestFirstTreeSearch x
      • BestFirstTreeSearch (pg 92)
        • GreedyBestFirstTreeSearch
          • BasicGreedyBestFirstTreeSearch
        • AStarTreeSearch
          • BasicAStarTreeSearch
    • GraphSearch (Marker Interface or sub-package)
      • GeneralGraphSearch (fig 3.7) x
        • BasicGeneralGraphSearch x
          • BasicDepthFirstGraphSearch x
      • BreadthFirstGraphSearch (fig 3.11) x
        • BasicBreadthFirstGraphSearch x
      • UniformCostGraphSearch (fig 3.14) x
        • BasicUniformCostGraphSearch x
      • BestFirstGraphSearch (pg 92 - implementation identical to fig 3.14 except for cost) x
        • GreedyBestFirstGraphSearch x
          • BasicGreedyBestFirstGraphSearch x
        • AStartGraphSearch x
          • BasicAStartGraphSearch x
• Tree-Search demo
  • Add additional tree search algorithms to simulate
  • Add visualizations specific to recursive tree search algorithms
  • Configure rectangular problem
    • Change size of grid
    • Specify order of actions.
      • Clockwise
      • Anti-Clockwise
      • Random
        • Check box for 'each time' new random sequence.
      • User Selected (via groups of toggle buttons).
  • Add additional problems
    • Binary search tree (i.e. fig 3.12 and also take into account fig 3.16)
      • Possibly show before Rectangular problem in demo
    • 2D Map (i.e. Map of Romania)
      • A* display contours (fig 3.25)
    • Informed search
      • Display heuristic information summary pane (fig 3.22)
• Graph-Search demo
  • Summary information related to explored set.
• GUI demo
  • Mark each algorithm (search) with icons indicating complexity, optimality, time and space complexity (chp 3 pg 80 and fig 3.21).

• Uniform-Cost-Search need a better mechanism for determining state containment in the queue and remove a node with a higher state cost.
• Recursive-Best-First-Search - look to improve/tidy up implementation.
• BasicRecursiveBestFirstSearchTest
• 3 90 Bidirectional search
• BasicBestFirstGraphSearchTest
• BasicGreedyestFirstGraphSearchTest
• BasicAStarGraphSearchTest
• BasicIterativeDeepeningSearchTest
• BasicDepthLimitedSearchTest
• BasicDepthFirstSearchTest
• BasicUniformCostSearchTest
• BreadthFirstSearchTest - additional tests.
• BasicGraphSearchTest
• BasicTreeSearchTest
• BasicProblemTest
• BasicSimpleProblemSolvingAgentTest

• BasicModelBasedReflexAgentTest
• BasicTableDrivenAgentTest

• Environment defintion: Consider specifying Dimensions in API, see pg. 42.
• Environment Simulator referenced on pg. 45 (this will be a refactor of the a lot of the environment stuff in aima3e-core).

• http://docs.oracle.com/javase/8/javase-clienttechnologies.htm
• https://bitbucket.org/controlsfx/controlsfx/overview
• http://fxexperience.com/
• https://bitbucket.org/Jerady/fontawesomefx
• http://fortawesome.github.io/Font-Awesome/get-started/
• http://www.pythontutor.com/
• https://svgsalamander.java.net/docs/use.html
• http://blog.netopyr.com/2012/03/09/creating-a-sprite-animation-with-javafx/
• http://www.mrlonee.com/?p=319
• http://harmoniccode.blogspot.com/
• https://rterp.wordpress.com/2014/07/28/adding-custom-javafx-component-to-scene-builder-2-0-part-2/