In this article we will discuss about:- 1. Algorithm for Hill Climbing 2. Difficulties of Hill Climbing 3. Determination of an Heuristic Function 4. Best-First Search 5. Best-First Algorithm for Best-First Search 6. Finding the Best Solution - A* Search. Algorithm for Hill Climbing: Begin: 1. Identify possible starting states and measure the distance (f) of their closeness with the [...]
In this article we will discuss about:- 1. And-OR Graph during Search Methods 2. Difference Between OR and AND-OR Graph during Search Methods 3. Limitations of AND-OR Graph. And-OR Graph during Search Methods: AND OR graph (to tree) is useful for representing the solutions of problems which can be solved by decomposing them into a set of smaller problems, all [...]
In this article we will discuss about:- 1. Search Methods for the Problem of Combinational Explosion 2. Uninformed Search Methods for the Problem of Combinational Explosion 3. Branch and Bound 4. Beam Search Methods 5. Informed Search or Heuristic Search Methods 6. Simulated Annealing Search 7. Comparison. Search Methods Search Methods for the Problem of Combinational Explosion: Heuristics always help [...]
The following points highlight the three main types of search methods used in artificial intelligence. The types of are: 1. Incremental Heuristic Search 2. Constraint Satisfaction 3. Means-End-Analysis. Type # 1. Incremental Heuristic Search: Incremental search has been studied at least since the late 1960s. Incremental search algorithms reuse information from previous searches to speed up the current search and [...]