complexity theory
"Complexity theory" explores the behaviors and properties of systems with many interacting parts, revealing patterns and emergent phenomena across various domains.
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Definition
C1Computer Science
(technical, academic)The study of the computational resources required to solve decision problems, including time and space.
Example
- In complexity theory, researchers classify problems based on how much time and space are needed to solve them.
- Understanding complexity theory helps in optimizing algorithms for better performance.
C1Interdisciplinary
(academic, technical)The study of how interactions within a system give rise to collective behaviors and emergent properties.
Example
- Complexity theory can explain how ecosystems maintain balance through self-organization.
- Businesses use principles from complexity theory to improve adaptability and innovation.
C1Mathematics
(technical, academic)Often associated with chaos theory, it examines how small changes can lead to significant and unpredictable outcomes.
Example
- In mathematics, complexity theory helps understand chaotic systems where initial conditions greatly influence outcomes.
Similar
Terms that have similar or relatively close meanings to "complexity theory":