What is a heuristic function?

A heuristic function ranks alternatives, in search algorithms, at each branching step based on the available information to decide which branch to follow. A heuristic function, in the context of artificial intelligence and search algorithms, is a function that estimates the cost of reaching the goal from a given state in a problem-solving task. It … Read more

When an algorithm is considered completed?

An algorithm is said completed when it terminates with a solution when one exists. When an algorithm is considered completed depends on the specific task or problem it’s designed to solve. Here are some common criteria for determining when an algorithm is considered completed: Output meets the requirements: The algorithm is considered completed when it … Read more

What is Neural Network in Artificial Intelligence?

In artificial intelligence, neural network is an emulation of a biological neural system, which receives the data, process the data and gives the output based on the algorithm and empirical data. A neural network in artificial intelligence is a computational model inspired by the structure and function of the human brain. It consists of interconnected … Read more

Which property is considered as not a desirable property of a logical rule-based system?

“Attachment” is considered as not a desirable property of a logical rule based system. In the context of an artificial intelligence interview, the correct answer to the question “Which property is considered as not a desirable property of a logical rule-based system?” would likely be “Brittleness.” Explanation: Brittleness: A logical rule-based system can become brittle … Read more

What are the two different kinds of steps that we can take in constructing a plan?

a) Add an operator (action) b) Add an ordering constraint between operators In constructing a plan, there are typically two types of steps: Primitive Steps: These are basic, low-level actions that directly manipulate the environment or system. Primitive steps are typically simple and concrete actions that can be executed directly without further decomposition. For example, … Read more