Artificial Intelligence is a science which helps in creating computers which can perform the tasks which need human intelligence. For example creating computer systems which can understand Speech, Systems which can draw conclusions , which can learn through experience.
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Creating these kinds of systems is not an easy task. It requires following
- AI Problem Statement
- A technique to solve these problems.
- Knowledge Representation
- Search the solution through different search methods
- Help the search with some information to reach goal state quickly. Such type of search is often referred to as Heuristic search.
The AI Problems – The types of problems and early work done in AI The early work in AI was done in common sense analysis. Imagine if you are holding a phone with screen facing towards floor, you would not like the phone to hit the floor, as you know…Read More..
Depth First Search This is a very simple type of brute-force technique. The search begins by expanding the initial node, i.e., by using an operator, generate all successors of the initial node and test them. This search procedure works the by diving down the tree and one of the children’s…Read More..
Breadth First Search Algorithm: 1) Store initial state in queue Q set state in the front of the Q as current state. 2) While (goal state is reached OR Q is empty) {apply rule to generate a new state from the current state ; if (new state is goal state)…Read More..
Production System Example in Artificial Intelligence. Love to Learn Explain Production Systems in AI with examples. Search forms the core of many processes To make the search algorithms work quickly and efficiently the AI programs or the problems must be structured accordingly. Production systems provide such structures, which helps the…Read More..
State Space Representation in Artificial Intelligence Problem Statement: Explain State Splace Reseach in AI with example To find solution to any problem the foremost condition is that it has to be precisely defined or represented. By defining it precisely means to present an abstract problem in real workable states that…Read More..
AI Technique Based on the underlying assumption that knowledge can be converted in to symbols, some techniques of solving AI problems are designed. So we can define AI technique as “It is a method that makes use of knowledge which is represented in a particular format to arrive at new…Read More..