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Optimization in the era of generative AI

Industries Blog



This article discusses how generative AI is impacting operations research (OR) optimization and enabling innovative approaches to tackle complex problems across industries. It highlights the following key points:

Specifically, the article covers:

  • Overview of OR optimization and its applications in supply chain, finance, and manufacturing
  • How generative AI complements OR optimization techniques
  • Use case 1: Generative AI as an optimization coding assistant to formulate optimization problems and obtain solutions
  • Use case 2: Generative AI as a smart interface for interacting with optimization models, ingesting data, interpreting results, and evaluating what-if scenarios
  • Potential of generative AI in enhancing model interpretation and explainability
  • Conclusion on how generative AI will increase adoption of optimization and empower new users


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