Paper by Erik D. Demaine
- Erik D. Demaine, MohammadTaghi Hajiaghayi, and Dániel Marx, “Minimizing Movement: Fixed-Parameter Tractability”, ACM Transactions on Algorithms, volume 11, number 2, November 2014, Paper 14.
We study an extensive class of movement minimization problems which
arise from many practical scenarios but so far have little
theoretical study. In general, these problems involve planning the
coordinated motion of a collection of agents (representing
robots, people, map labels, network messages, etc.) to achieve a
global property in the network while minimizing the maximum or
average movement (expended energy). The only previous theoretical
results about this class of problems are about approximation, and
mainly negative: many movement problems of interest have polynomial
inapproximability. Given that the number of mobile agents is
typically much smaller than the complexity of the environment, we
turn to fixed-parameter tractability. We characterize the boundary
between tractable and intractable movement problems in a very
general setup: it turns out the complexity of the problem
fundamentally depends on the treewidth of the minimal
configurations. Thus the complexity of a particular problem can be
determined by answering a purely combinatorial question. Using our
general tools, we determine the complexity of several concrete
problems and fortunately show that many movement problems of
interest can be solved efficiently.
- The paper is also available as arXiv.org:1205.6960 of the Computing Research Repository (CoRR).
- The paper is 27 pages.
- The paper is available in PostScript (927k), gzipped PostScript (415k), and PDF (506k).
- See information on file formats.
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- Related papers:
- MovementFPT_ESA2009 (Minimizing Movement: Fixed-Parameter Tractability)
See also other papers by Erik Demaine.
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