Hill Climbing

abstract · Mathematics · Level 2 · E1

Each concept here is mapped to its prerequisites — the ideas you'd need first to understand it — all the way down to four foundations: Space, Time, Energy, Pattern. Click any prerequisite to drill down, or scroll for the chain graph.

Trace. Question. Emerge.

Emergence definition

Hill climbing is an optimization algorithm that uses a standard model or pattern to compare and measure the quantity of solutions, seeking to find the best solution by iteratively improving its position or state.

Compare Hill Climbing with…

Wiktionary senses

External reference — all senses of the word “hill climbing” on Wiktionary. This atlas concept maps to only the slice of meaning relevant to the prerequisite graph.

Loading senses…

Source: Wiktionary — “hill climbing”. Content available under CC BY-SA 4.0.

Historical origin

Origin word: hill climbing
Origin language: English

Prerequisite chain

Possible path of this concept down to the fundamental substrate.

Neighborhood

Direct prerequisites above, concepts that depend on this one below.

In other languages

Bergsteigeralgorithmus German primary
hill climbing English primary
Algoritmo hill climbing Spanish primary
méthode hill-climbing French primary
山登り法 ja primary
힐 클라이밍 ko primary
поиск восхождением к вершине ru primary
爬山算法 zh primary

Prerequisites

What you need to understand first.

Quantity L1 (requires)

hill climbing requires understanding quantity as a foundational concept
Standard L1 (requires)

to understand hill climbing, one must understand the concept of a standard optimization algorithm

Help improve this

Found an error, missing prerequisite, or wrong level? The atlas is evolving — your correction helps.