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    Computational network design from functional specifications

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    10.1145-2897824.2925935.pdf
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    Description:
    Open Access article
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    Type
    Conference Paper
    Authors
    Peng, Chi Han
    Yang, Yong Liang
    Bao, Fan
    Fink, Daniel
    Yan, Dongming cc
    Wonka, Peter cc
    Mitra, Niloy J. cc
    KAUST Department
    Visual Computing Center (VCC)
    Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
    Computer Science Program
    KAUST Grant Number
    OCRF-2014-CGR3-62140401
    Date
    2016-07-11
    Permanent link to this record
    http://hdl.handle.net/10754/620940
    
    Metadata
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    Abstract
    Connectivity and layout of underlying networks largely determine agent behavior and usage in many environments. For example, transportation networks determine the flow of traffic in a neighborhood, whereas building floorplans determine the flow of people in a workspace. Designing such networks from scratch is challenging as even local network changes can have large global effects. We investigate how to computationally create networks starting from only high-level functional specifications. Such specifications can be in the form of network density, travel time versus network length, traffic type, destination location, etc. We propose an integer programming-based approach that guarantees that the resultant networks are valid by fulfilling all the specified hard constraints and that they score favorably in terms of the objective function. We evaluate our algorithm in two different design settings, street layout and floorplans to demonstrate that diverse networks can emerge purely from high-level functional specifications.
    Citation
    Peng C-H, Yang Y-L, Bao F, Fink D, Yan D-M, et al. (2016) Computational network design from functional specifications. ACM Transactions on Graphics 35: 1–12. Available: http://dx.doi.org/10.1145/2897824.2925935.
    Sponsors
    National Natural Science Foundation of China[61372168, 61572502]
    King Abdullah University of Science and Technology
    Engineering and Physical Sciences Research Council[EP/K02339X/1, EP/M023281/1]
    Publisher
    Association for Computing Machinery (ACM)
    Conference/Event name
    ACM SIGGRAPH 2016
    DOI
    10.1145/2897824.2925935
    arXiv
    1510.09203
    Additional Links
    http://dl.acm.org/citation.cfm?doid=2897824.2925935
    ae974a485f413a2113503eed53cd6c53
    10.1145/2897824.2925935
    Scopus Count
    Collections
    Conference Papers; Computer Science Program; Visual Computing Center (VCC); Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

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