Computer Science: An Overview: Global Edition (12th Edition)

Published by Pearson Higher Education
ISBN 10: 1292061162
ISBN 13: 978-1-29206-116-0

Chapter 11 - Artificial Intelligence - Chapter Review Problems - Page 533: 22

Answer

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Work Step by Step

In a production system framework, solving a Rubik's Cube can be analyzed as follows: 1. **Initial State**: The initial state represents the configuration of the Rubik's Cube where all its faces are scrambled. 2. **Goal State**: The goal state is when all faces of the Rubik's Cube are restored to their original colors, typically with each face having a single solid color. 3. **States**: Each state represents a particular configuration of the Rubik's Cube, with the goal being to transition from the initial state to the goal state through a series of moves. 4. **Operators**: Operators are the actions or moves that can be applied to the Rubik's Cube to change its configuration. These moves include rotating a face (clockwise or counterclockwise), rotating a layer (a group of adjacent faces), or performing combinations of moves. 5. **Production Rules**: Production rules define the transitions between states based on the application of operators. Each production rule consists of a condition (precondition) and an action (postcondition). For example: - If the top layer has a corner piece in the correct position, apply a sequence of moves to bring another corner piece into the correct position. - If the top layer has a corner piece in the correct position but oriented incorrectly, apply a sequence of moves to orient it correctly without disturbing other solved pieces. 6. **Control Strategy**: The control strategy determines the order in which production rules are applied to transition from the initial state to the goal state. This could involve heuristic-based approaches, such as prioritizing moves that bring more pieces closer to their correct positions or orientations. By modeling the Rubik's Cube solving process as a production system, it becomes possible to systematically define the states, operators, and production rules needed to achieve the goal state efficiently.
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