The placement of the head that minimizes online memory: a complex systems approach
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Abstract (arXiv)
It is well known that the length of a syntactic dependency determines its online memory cost. Thus, the problem of the placement of a head and its dependents (complements or modifiers) that minimizes online memory is equivalent to the problem of the minimum linear arrangement of a star tree. However, how that length is translated into cognitive cost is not known. This study shows that the online memory cost is minimized when the head is placed at the center, regardless of the function that transforms length into cost, provided only that this function is strictly monotonically increasing. Online memory defines a quasi-convex adaptive landscape with a single central minimum if the number of elements is odd and two central minima if that number is even. We discuss various aspects of the dynamics of word order of subject (S), verb (V) and object (O) from a complex systems perspective and suggest that word orders tend to evolve by swapping adjacent constituents from an initial or early SOV configuration that is attracted towards a central word order by online memory minimization. We also suggest that the stability of SVO is due to at least two factors, the quasi-convex shape of the adaptive landscape in the online memory dimension and online memory adaptations that avoid regression to SOV. Although OVS is also optimal for placing the verb at the center, its low frequency is explained by its long distance to the seminal SOV in the permutation space.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 8 Sep 2013.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 0; 2024: 4; 2025: 0; 2026: 2.
8 papers.
- 2024The optimal placement of the head in the noun phrase. The case of demonstrative, numeral, adjective and nouncited by 5
- 2024Swap distance minimization beyond entropy minimization in word order variationcited by 4
- 2024Predictability maximization and the origins of word order harmonycited by 1
- 2026How to measure the optimality of word or gesture order with respect to the principle of swap distance minimizationcited by 1
- 2021Dependency distance minimization predicts compressioncited by 0
- 2022The Maximum Linear Arrangement Problem for trees under projectivity and planaritycited by 0
- 2024Does Dependency Locality Predict Non-canonical Word Order in Hindi?cited by 0
- 2026Ease of dependency distance minimization in star-like structurescited by 0
- 2026Ease of dependency distance minimization in star-like structures30 Apr 2026
- 2026How to measure the optimality of word or gesture order with respect to the principle of swap distance minimization2 Apr 2026
- 2024Predictability maximization and the origins of word order harmony29 Aug 2024
- 2024Does Dependency Locality Predict Non-canonical Word Order in Hindi?13 May 2024
- 2024Swap distance minimization beyond entropy minimization in word order variation22 Apr 2024
- 2024The optimal placement of the head in the noun phrase. The case of demonstrative, numeral, adjective and noun15 Feb 2024
- 2022The Maximum Linear Arrangement Problem for trees under projectivity and planarity14 Jun 2022
- 2021Dependency distance minimization predicts compression18 Sep 2021