Algorithm Design
(การออกแบบอัลกอริทึม)
Definition
Algorithm Design (การออกแบบอัลกอริทึม) Soft Skill
The process of creating step-by-step procedures or formulas for solving specific problems or performing tasks efficiently.
Expertise Level
Level 1
Basic
1. Understands fundamental algorithm concepts and terminology.
2. Can design simple algorithms for straightforward problems.
3. Able to implement basic algorithms using common programming constructs.
Level 2
Intermediate
1. Designs algorithms that optimize performance for moderately complex problems.
2. Applies data structures appropriately to improve algorithm efficiency.
3. Analyzes time and space complexity to refine algorithm design.
Level 3
Advanced
1. Designs innovative algorithms to solve complex and large-scale problems.
2. Integrates advanced algorithmic techniques such as dynamic programming and graph theory.
3. Evaluates and compares multiple algorithmic approaches to determine the most efficient solution.
