Metaheuristic Algorithms
Optimization
Large Language Models
Prompt Engineering
Leveraging Large Language Model to Generate a Novel Metaheuristic Algorithm with CRISPE Framework

Discover how ChatGPT-3.5 inspired the creation of a new metaheuristic algorithm, the Zoological Search Optimization (ZSO), for tackling continuous optimization problems, leveraging the CRISPE framework for prompt design.

  • ZSO algorithm inspired by animal collective behaviors
  • Utilizes prey-predator interaction and social flocking operators
  • Balances exploration and exploitation
  • CRISPE framework for designing prompts
  • Comparative performance analysis with CEC2014 and CEC2022 benchmark functions

The ability of Large Language Models to assist in algorithmic development is a seminal milestone. This paper reinforces the potential of AI in extending human creativity into the realm of computational problem-solving, promising insights for those focusing on optimization and algorithmic advancements.

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