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- Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.Complexity characterizes the behavior of a system or model whose components interact in multiple ways and follow local rules, leading to non-linearity, randomness, collective dynamics, hierarchy, and emergence. [ 1 ][ 2 ]en.wikipedia.org/wiki/ComplexityThe theory of complexity classifies problems based on how difficult they are to solve. Complexity in mathematics means the level of madurity and time needed to arrive to a correct solution. A way to assign the complexity of a problem is to see if the number of steps needed to solve it is bounded by some power of the problem's size.simple.wikipedia.org/wiki/Complexity_(mathematics)Complexity refers to a scientific theory that asserts that some systems display behavioral phenomena that are inexplicable by conventional explanations or analysis of its individual parts.www.britannica.com/science/complexity-scientific-t…Complexity is a property of something with many parts and a complicated arrangement. It is also the state of being complex. Its opposite is simplicity.simple.wikipedia.org/wiki/Complexity
The term is generally used to characterize something with many parts where those parts interact with each other in multiple ways, culminating in a higher order of emergence greater than the sum of its parts.
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Complexity - Wikipedia
Complexity characterizes the behavior of a system or model whose components interact in multiple ways and follow local rules, leading to non-linearity, randomness, collective dynamics, hierarchy, and emergence. The term is generally used to characterize something with many parts where those parts … See more
One of the problems in addressing complexity issues has been formalizing the intuitive conceptual distinction between the large number of variances in relationships extant in random collections, and the sometimes large, but smaller, number of relationships … See more
Complexity has always been a part of our environment, and therefore many scientific fields have dealt with complex systems and phenomena. From one perspective, that which is somehow complex – displaying variation without being random – is most worthy of … See more
1948Warren Weaver posited two forms of complexity: disorganized complexity, and organized complexity.2010A number of approaches to characterizing complexity have been used in science.2011Dominique Chu published an article in Theory in Biosciences titled 'Complexity: Against Systems'.2009Mitchell published a book titled 'Complexity: A Guided Tour'.2008Francis Heylighen published an article in the Encyclopedia of Library and Information Sciences titled 'Complexity and Self-Organization'.2005Burgin published a book titled 'Generalized Kolmogorov Complexity and Duality in Theory of Computations'.1992Waldrop published a book titled 'Complexity: The Emerging Science at the Edge of Order and Chaos'.1982Burgin published a paper in Notices of the Russian Academy of Sciences titled 'Generalized Kolmogorov complexity and duality in theory of computations'.1967Blum published a paper in the Proceedings of the Symposium on Foundations of Computer Science titled 'A Machine-Independent Theory of the Complexity of Recursive Functions'.There are generally rules which can be invoked to explain the origin of complexity in a given system.
The source of disorganized complexity is the large number of … See moreIn several scientific fields, "complexity" has a precise meaning:
• In computational complexity theory, the amounts of resources required … See moreWikipedia text under CC-BY-SA license Time complexity - Wikipedia
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Complexity theory is a central topic in theoretical computer science. It has direct applications to computability theory and uses computation models such as Turing machines to help test complexity. Complexity theory helps computer scientists …
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Human languages trade off complexity against efficiency
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