Definition

1. Adjective:
   • Relating to or using algorithms: Pertaining to the concept, characteristics, or use of algorithms—systematic, step-by-step procedures for solving problems or performing computations.
   • Having the nature of an algorithm: Describing a process, method, or system that is defined by or follows a clear, finite sequence of logical instructions.

Usage

• The term "algorithmic" is used to describe processes, thinking, or systems that are based on or executed by algorithms. It is commonly used in fields like computer science, mathematics, and data analysis.
• It often modifies nouns such as , , , , .

Examples

• Adjective:
  • The search engine uses algorithmic processes to rank web pages.
  • Her research focuses on algorithmic fairness in artificial intelligence.
  • Solving this puzzle requires a more algorithmic approach.

Advanced Usage

• "Algorithmic complexity": A measure of the computational resources (like time or memory) required by an algorithm.
  • The programmer analyzed the algorithmic complexity of the new sorting function.
• "Algorithmic trading": The use of computer algorithms to automatically execute trades in financial markets.
  • Algorithmic trading now accounts for a significant portion of stock market volume.

Variants and Related Words

• Algorithm (n): A finite sequence of well-defined instructions, typically used to solve a class of problems or perform a computation.
  • The algorithm efficiently compresses digital images.
• Algorithmically (adv): In a way that relates to or uses an algorithm.
  • The problem was solved algorithmically.

Synonyms

• Computational: Involving calculation or computation.
• Systematic: Done or acting according to a fixed plan or system; methodical.
• Procedural: Relating to an established or official way of doing something.

Antonyms

• Heuristic: Enabling a person to discover or learn something for themselves; often involving trial and error rather than a fixed formula.
• Ad hoc: Created or done for a particular purpose as necessary, not planned in advance.
• Intuitive: Using or based on what one feels to be true even without conscious reasoning.

Related Phrases

• "Algorithmic bias": Systematic and repeatable errors in a computer system that create unfair outcomes, often due to prejudiced assumptions in the algorithm's design or data.
  • The company is auditing its hiring software for potential algorithmic bias.
• "Algorithmic thinking": A way of solving problems that involves breaking them down into a sequence of logical steps, similar to how an algorithm works.
  • Learning to code helps develop algorithmic thinking skills.

Adjective

1. of or relating to or having the characteristics of an algorithm