Building Control Algorithm for Production Systems Quiz
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Questions and Answers

What is the alternative control structure for pattern-directed search mentioned in the text?

  • Recognise-Act Control Cycle (correct)
  • Control Algorithm
  • State Space Search
  • Model of Computation
  • What does a production system consist of, according to the text?

  • Working memory and state space search
  • Production rules and recognize-act control cycle (correct)
  • Working memory and decision tree
  • State space search and control algorithm
  • In a production system, when is a production enabled?

  • When it has the most number of conditions
  • When it has the same condition as the previous production
  • When its condition matches part of the string in the working memory (correct)
  • When the working memory pattern exactly matches the production condition
  • What kind of problem-solving process does the production system provide pattern-directed control for?

    <p>Problem-specific</p> Signup and view all the answers

    What purpose do productions serve in a production system?

    <p>To recognize and act on specific patterns in the problem instances</p> Signup and view all the answers

    In a production system, what is the main focus of data-driven search?

    <p>Inferring new knowledge from data</p> Signup and view all the answers

    What is the primary approach in goal-driven search in a production system?

    <p>Working backward to facts satisfying the goals</p> Signup and view all the answers

    What does a production in a production system typically have according to the text?

    <p>CONDITION-&gt;ACTION form creating new state of graph</p> Signup and view all the answers

    Which strategy offers opportunities for adding heuristic control to search algorithm in a production system, according to the text?

    <p>Data-driven or goal-driven strategies</p> Signup and view all the answers

    What continues until the goal is reached in data-driven search in a production system?

    <p>Infers new knowledge from data through rules inferencing</p> Signup and view all the answers

    Study Notes

    Control Structures in Production Systems

    • Pattern-directed search can utilize data-driven search as an alternative control structure.
    • Goal-driven search is another approach, focusing on achieving specific objectives.

    Components of a Production System

    • A production system consists of three main elements: a set of productions, a database of working memory, and a control strategy.

    Activation of Productions

    • A production is enabled when its conditions are satisfied based on the current state of the working memory.

    Problem-Solving Process Provided

    • The production system supports a problem-solving process that employs a pattern-directed control, aiding in identifying suitable rules for decision-making.

    Purpose of Productions

    • Productions serve as rules that dictate actions based on the matching of conditions in the working memory, guiding the system towards solutions.
    • The main focus of data-driven search is to utilize available data in the working memory to trigger relevant productions and facilitate the search process.
    • Goal-driven search employs a top-down approach, where the system selectively seeks information that aligns with specific goals or objectives.

    Characteristics of Productions

    • Typically, a production contains a condition part and an action part, specifying what needs to be matched and what actions should follow.

    Heuristic Control in Search Algorithm

    • The strategy of goal-driven search provides opportunities for integrating heuristic control, improving efficiency in navigating through potential solutions.
    • The process of data-driven search continues until it achieves the defined goal, systematically applying productions based on the current data state.

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    Description

    Test your knowledge of alternative control structures and modeling human problem solving in production systems. This quiz covers state space search algorithms, pattern-directed control, production rules, working memory, and recognise-act control cycle.

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