Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Overcoming Complexity Catastrophe: An Algorithm for Beneficial
  Far-Reaching Adaptation under High Complexity   In his seminal work with NK algorithms, Kauffman noted that fitness outcomes
from algorithms navigating an NK landscape show a sharp decline at high
complexity arising from pervasive interdependence among problem dimensions.
This phenomenon - where complexity effects dominate (Darwinian) adaptation
efforts - is called complexity catastrophe. We present an algorithm -
incremental change taking turns (ICTT) - that finds distant configurations
having fitness superior to that reported in extant research, under high
complexity. Thus, complexity catastrophe is not inevitable: a series of
incremental changes can lead to excellent outcomes.

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The categories of this paper are: bayes-an
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The categories of this paper are: hep-th
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The categories of this paper are: q-fin
0
The categories of this paper are: hep-ph
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The categories of this paper are: cond-mat
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The categories of this paper are: comp-gas
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The categories of this paper are: dg-ga
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The categories of this paper are: q-alg
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The categories of this paper are: acc-phys
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The categories of this paper are: ao-sci
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The categories of this paper are: plasm-ph
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The categories of this paper are: eess
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The categories of this paper are: gr-qc
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The categories of this paper are: hep-lat
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The categories of this paper are: nucl-th
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The categories of this paper are: q-bio