Heuristics And Meta-Heuristics in AI
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Heuristics and Meta-Heuristics are extremely important in artificial intelligence and when the search space is enormous. So it is useful when dealing with optimization problems as well.
Heuristics are problem specific approaches while on the other hand meta-heuristics are more generic algorithms.
For example genetic algorithm is one of the most popular meta-heuristic approach. We can solve a huge range of problems with this method - the knapsack problem (quadratic optimization problems), the travelling salesman problem as well as finding the maximum of a given cost function.
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