In this paper, we present a novel adaptive strategy for consensus and synchronization of complex networks. The strategy is inspired by bistable phenomena that are observed in a variety of mechanical systems. The novelty is that the adaptation involves the topology of the network itself rather than its coupling gains. In particular, we model the evolution of each coupling gain as a second order dynamical system that is subject to the action of a double-well potential. Through a new mechanism, termed as edge snapping, an unweighted network topology emerges at steady state. We assess the stability properties of the proposed scheme through analytical methods and numerical investigations. We conduct an extensive numerical study of the topological properties of the emerging network to elucidate the correlation between the initial conditions of the nodes' dynamics and the network structure.
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Batra, R. C.
Porfiri, M.
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Polytech Univ, Dept Mech & Aerosp Engn, Brooklyn, NY 11201 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Porfiri, M.
Spinello, D.
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Virginia Polytech Inst & State Univ, Bradley Dept Elect & Comp Engn, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Batra, R. C.
Porfiri, M.
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h-index: 0
机构:
Polytech Univ, Dept Mech Aerosp & Mfg Engn, Brooklyn, NY 11201 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Porfiri, M.
Spinello, D.
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机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Batra, R. C.
Porfiri, M.
论文数: 0引用数: 0
h-index: 0
机构:
Polytech Univ, Dept Mech Aerosp & Manufacturing Engn, Brooklyn, NY 11201 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Porfiri, M.
Spinello, D.
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h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
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Univ Calif Los Angeles, Dept Comp Sci, Ctr Embedded Networked Sensing, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Comp Sci, Ctr Embedded Networked Sensing, Los Angeles, CA 90095 USA
Cerpa, A
Estrin, D
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Univ Calif Los Angeles, Dept Comp Sci, Ctr Embedded Networked Sensing, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Comp Sci, Ctr Embedded Networked Sensing, Los Angeles, CA 90095 USA
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Batra, R. C.
Porfiri, M.
论文数: 0引用数: 0
h-index: 0
机构:
Polytech Univ, Dept Mech & Aerosp Engn, Brooklyn, NY 11201 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Porfiri, M.
Spinello, D.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Bradley Dept Elect & Comp Engn, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Batra, R. C.
Porfiri, M.
论文数: 0引用数: 0
h-index: 0
机构:
Polytech Univ, Dept Mech Aerosp & Mfg Engn, Brooklyn, NY 11201 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Porfiri, M.
Spinello, D.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Batra, R. C.
Porfiri, M.
论文数: 0引用数: 0
h-index: 0
机构:
Polytech Univ, Dept Mech Aerosp & Manufacturing Engn, Brooklyn, NY 11201 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
Porfiri, M.
Spinello, D.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USAVirginia Polytech Inst & State Univ, Dept Engn Sci & Mech, Blacksburg, VA 24061 USA
机构:
Univ Calif Los Angeles, Dept Comp Sci, Ctr Embedded Networked Sensing, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Comp Sci, Ctr Embedded Networked Sensing, Los Angeles, CA 90095 USA
Cerpa, A
Estrin, D
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Comp Sci, Ctr Embedded Networked Sensing, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Comp Sci, Ctr Embedded Networked Sensing, Los Angeles, CA 90095 USA