Artificial Intelligence Problem Characteristics
To choose an appropriate method for a particular problem, It is necessary to analyze the problem along following key dimensions:- Is the problem decomposable to independent smaller or easier problems?
- Can solution steps can be ignored or undone if they prove wrong?
- Is the problem’s universe predictable?
- Is the best solutions are obvious without comparison to all other possible solutions?
- Is the desired solution a state of the world or path of the states?
- Is the lots of knowledge required to solve a problem or is knowledge only to constrain solutions?
- Is the periodic interaction between human and computer required to solve a problem?
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