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  1. Asked: August 4, 2024In: Education

    What is the difference between A * and Dijkstra?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:38 am

    A* algorithm is just like Dijkstra's algorithm, and the only difference is that A* tries to look for a better path by using a heuristic function, which gives priority to nodes that are supposed to be better than others while Dijkstra's just explore all possible ways.

    A* algorithm is just like Dijkstra’s algorithm, and the only difference is that A* tries to look for a better path by using a heuristic function, which gives priority to nodes that are supposed to be better than others while Dijkstra’s just explore all possible ways.

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  2. Asked: August 4, 2024In: Education

    What is the Astar algorithm?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:36 am

    A * algorithm is a searching algorithm that searches for the shortest path between the initial and the final state. It is used in various applications, such as maps. In maps the A* algorithm is used to calculate the shortest distance between the source (initial state) and the destination (final statRead more

    A * algorithm is a searching algorithm that searches for the shortest path between the initial and the final state. It is used in various applications, such as maps. In maps the A* algorithm is used to calculate the shortest distance between the source (initial state) and the destination (final state).

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  3. Asked: August 4, 2024In: Education

    What is the best search algorithm?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:34 am

    This type of searching algorithm is used to find the position of a specific value contained in a sorted array. The binary search algorithm works on the principle of divide and conquer and it is considered the best searching algorithm because it's faster to run.

    This type of searching algorithm is used to find the position of a specific value contained in a sorted array. The binary search algorithm works on the principle of divide and conquer and it is considered the best searching algorithm because it’s faster to run.

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  4. Asked: August 4, 2024In: Education

    Why is it called a * search?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:33 am

    In Mathematics,the dual space of a vector space V is denoted V*. Now Since,the algorithm finds a least-cost path from a given initial node to one goal node by following a path of the lowest expected total cost,keeping a sorted alternate path segments along the way,It has been called A*.

    In Mathematics,the dual space of a vector space V is denoted V*. Now Since,the algorithm finds a least-cost path from a given initial node to one goal node by following a path of the lowest expected total cost,keeping a sorted alternate path segments along the way,It has been called A*.

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  5. Asked: August 4, 2024In: Education

    What are the types of hill climbing?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:32 am

    Types of Hill Climbing Simple Hill climbing. Steepest-Ascent Hill climbing. Stochastic Hill climbing.

    Types of Hill Climbing
    Simple Hill climbing.
    Steepest-Ascent Hill climbing.
    Stochastic Hill climbing.

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  6. Asked: August 4, 2024In: Education

    Which local maximum state is hill climbing algorithm?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:29 am

    Local Maximum: – A local maximum is a peak state in the landscape which is better than each of its neighboring states, but there is another state also present which is higher than the local maximum. – Solution: Backtracking technique can be a solution of the local maximum in state space landscape.

    Local Maximum: – A local maximum is a peak state in the landscape which is better than each of its neighboring states, but there is another state also present which is higher than the local maximum. – Solution: Backtracking technique can be a solution of the local maximum in state space landscape.

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  7. Asked: August 4, 2024In: Education

    What is the stochastic hill climbing algorithm?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:28 am

    Stochastic hill climbing is a variant of the basic hill climbing method. While basic hill climbing always chooses the steepest uphill move, "stochastic hill climbing chooses at random from among the uphill moves; the probability of selection can vary with the steepness of the uphill move."

    Stochastic hill climbing is a variant of the basic hill climbing method. While basic hill climbing always chooses the steepest uphill move, “stochastic hill climbing chooses at random from among the uphill moves; the probability of selection can vary with the steepness of the uphill move.”

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  8. Asked: August 4, 2024In: Education

    What is A hill climbing strategy for problem-solving?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:26 am

    Hill-climbing strategy - attempting at every step to move closer to the goal situation. The problem with this approach is that many challenges require that you seem to move away from the goal state in order to clearly see the solution.

    Hill-climbing strategy – attempting at every step to move closer to the goal situation. The problem with this approach is that many challenges require that you seem to move away from the goal state in order to clearly see the solution.

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  9. Asked: August 4, 2024In: Education

    What is the complexity of hill climbing algorithm?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:24 am

    Hill climbing is neither complete nor optimal, has a time complexity of O(∞) but a space complexity of O(b). No special implementation data structure since hill climbing discards old nodes. Because of this "amnesy", hill climbing is a suboptimal search strategy and hill climbing is not complete.

    Hill climbing is neither complete nor optimal, has a time complexity of O(∞) but a space complexity of O(b). No special implementation data structure since hill climbing discards old nodes. Because of this “amnesy”, hill climbing is a suboptimal search strategy and hill climbing is not complete.

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  10. Asked: August 4, 2024In: Education

    What is the meaning of hill climbing?

    Paras Padhalni
    Paras Padhalni Knowledge Contributor
    Added an answer on August 4, 2024 at 12:23 am

    a sport in which cyclists (= people riding bicycles) compete to see who is the fastest on a route which goes up a hill: Altogether, he won nearly 300 cycle racing prizes for road, track and hill climbing. Hill climbing is a uniquely British form of time-trialling.

    a sport in which cyclists (= people riding bicycles) compete to see who is the fastest on a route which goes up a hill: Altogether, he won nearly 300 cycle racing prizes for road, track and hill climbing. Hill climbing is a uniquely British form of time-trialling.

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