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Furthermore, analytic problems can apparently possess all further features of complex problems, too.2 In addition, we argue that the degree of complexity of a problem is to some extent subjectively perceived and may also vary frequently while working on the problem.
Computational complexity theory measures the complexity of a problem by the best possible asymptotic growth rate of a correct algorithm for the exact or approximate solution.
Allergic to cant, he speaks with the bracing candor of a scientist in a disaster movie, and appears to derive grim pleasure from informing politicians that they have underestimated the complexity of a problem.
The space complexity of a problem is defined similarly.
The complexity of a problem determines the "power" it requires.
Background knowledge reduces the inductive complexity of a problem; with enough background knowledge, the problem crosses the threshold between the unsolvable and the solvable.
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However in descriptive complexity theory, the 'complexity' of a problem is understood not in terms of how hard it is to decide, but rather in terms of the richness of the language which is needed to describe its instances.
We misunderstand the complexities of a problem like poverty when we approach it as if it were an enemy to be defeated.
Two unconventional ways are proposed to help to estimate the complexity of such a problem instances: reduction of the graph of precedence constraints to planar one and transformation of the problem to a problem of maximization.
In a previous paper (Souza et al., 2013) we have analyzed the complexity of such a problem under various aspects, including parameterized versions of it.
Assessing the complexity of such a problem may become necessary on the backdrop of an existing societal controversy.
More suggestions(16)
scale of a problem
extent of a problem
cost of a problem
scope of a problem
size of a problem
magnitude of a problem
level of a problem
complexity of a wheelbarrow
complexity of a life
complexity of a mosaic
complexity of a fractal
complexity of a task
complexity of a marketplace
complexity of a calculus
complexity of a message
complexity of a work
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com