Algorithm Design Questions
The key characteristics of a good algorithm are as follows:
1. Correctness: The algorithm should produce the correct output for all possible inputs.
2. Efficiency: The algorithm should be able to solve the problem in a reasonable amount of time and with minimal resource usage.
3. Scalability: The algorithm should be able to handle larger input sizes without a significant decrease in performance.
4. Clarity: The algorithm should be easy to understand and implement, with clear and concise steps.
5. Modularity: The algorithm should be designed in a modular way, allowing for easy modification and reuse of different components.
6. Robustness: The algorithm should be able to handle unexpected inputs or edge cases without crashing or producing incorrect results.
7. Optimality: The algorithm should strive to achieve the best possible solution for the given problem, whether it is the most efficient or the most accurate.
8. Maintainability: The algorithm should be easy to maintain and update as requirements or constraints change over time.
9. Generality: The algorithm should be applicable to a wide range of similar problems, rather than being specific to a single instance.
10. Adaptability: The algorithm should be able to adapt to different scenarios or variations of the problem, providing flexibility in its application.