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Simulated Annealing
Annealing is the process of heating and cooling a metal to change its internal structure…
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Local Search Algorithms
They start from a prospective solution and then move to a neighboring solution. They can…
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Informed (Heuristic) Search Strategies
To solve large problems with large number of possible states, problem-specific knowledge needs to be…
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Comparison of Various Algorithms Complexities
Let us see the performance of algorithms based on various criteria − CriterionBreadth FirstDepth FirstBidirectionalUniform…
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Brute-Force Search Strategies
They are most simple, as they do not need any domain-specific knowledge. They work fine…
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Search Terminology
● Problem Space − It is the environment in which the search takes place. (A set of states…
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AI – Popular Search Algorithms
Searching is the universal technique of problem solving in AI. There are some single-player games…
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Properties of Environment
The environment has multifold properties − ● Discrete / Continuous − If there are a limited number of…
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Nature of Environments
Some programs operate in the entirely artificial environment confined to keyboard input, database, computer file systems and…
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The Structure of Intelligent Agents
Agent’s structure can be viewed as − ● Agent = Architecture + Agent Program ● Architecture =…