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regret minimization

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Model Perspective
Model Perspective
Oct 11, 2024 · Fundamentals

Beyond Maximizing: Exploring Diverse Decision‑Making Perspectives

This article examines how decision makers can move beyond a single "maximization" goal by considering satisficing, risk minimization, multi‑objective optimization, and regret minimization, offering a richer set of viewpoints for tackling complex, uncertain choices.

Risk Managementdecision makingmulti-objective
0 likes · 10 min read
Beyond Maximizing: Exploring Diverse Decision‑Making Perspectives
Model Perspective
Model Perspective
Mar 21, 2024 · Fundamentals

How the “Maximum Regret Principle” Guides Decision‑Making: A Mathematical Model Explained

The article introduces Zhang Ruimin’s “maximum regret principle,” explains its mathematical formulation using regret matrices and utility functions, and demonstrates its application through a concrete investment decision example that shows how minimizing the worst‑case regret leads to robust choices.

Risk Managementbusiness strategydecision theory
0 likes · 5 min read
How the “Maximum Regret Principle” Guides Decision‑Making: A Mathematical Model Explained
DevOps
DevOps
Nov 5, 2020 · R&D Management

Jeff Bezos' Regret Minimization Framework: Decision-Making and Execution Strategies

The article explains Jeff Bezos' "Regret Minimization Framework"—a decision‑making method that imagines one’s future self at 80 to choose actions that minimize later regrets—and shows how this mindset drives Amazon’s customer‑obsessed innovations, reverse‑work practices, and long‑term strategic choices.

Customer ObsessionJeff Bezosdecision making
0 likes · 15 min read
Jeff Bezos' Regret Minimization Framework: Decision-Making and Execution Strategies