Cognitive Scaffold

Preparing your thinking workspace

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MENTAL MODEL · M12470

Backward Induction

Backward Induction
DecidemediumDecision Science
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Updated 2026-09-11

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INTRODUCTION

English translation pending.

CORE DEFINITION

Backward induction solves a sequential game or a multi-stage decision by beginning at the terminal state, determining the optimal choice there, and then reasoning one step at a time back to the present. Its proposition is that a rational plan must be time-consistent: what you would actually do at the last step constrains what is optimal at every earlier one. The key condition is common knowledge of rationality among the players.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

- Start at the end: fix what happens at the terminal move before anything else. - Roll the logic back: use the last choice to determine the best choice at each earlier node. - Commit only to plans: discard any first move that the final move would later undo.

anchor

Anchor fast decisions

In a finite sequential game the last move has no future to bargain with, so its optimal action can be pinned down first. That fixed answer determines the best response at the preceding node, and the chain unwinds step by step back to the start.

MINIMUM ACTION

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Source support: Explicit

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/Backward_inductionZH · Explicit
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