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Volumn 9, Issue 6, 2012, Pages 1569-1581

A constrained evolutionary computation method for detecting controlling regions of cortical networks

Author keywords

Constrained optimization; Controllability; Cortical networks; Evolutionary computation; Synchronization

Indexed keywords

CONNECTION MATRICES; CONSTRAINED OPTIMI-ZATION PROBLEMS; CORTICAL NETWORK; DYNAMICS OF NETWORKS; GENETIC REGULATORY NETWORKS; INFORMATION CONSENSUS; OBJECTIVE FUNCTIONS; TRANSPORTATION NETWORK;

EID: 84876487674     PISSN: 15455963     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCBB.2012.124     Document Type: Article
Times cited : (100)

References (47)
  • 1
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • A.L. Barabási and R. Albert, "Emergence of Scaling in Random Networks," Science, vol. 286, pp. 509-512, 1999.
    • (1999) Science , vol.286 , pp. 509-512
    • Barabási, A.L.1    Albert, R.2
  • 3
    • 68649105450 scopus 로고    scopus 로고
    • An extended kalman filtering approach to modeling nonlinear dynamic gene regulatory networks via short gene expression time series
    • July-Sept
    • Z. Wang, X. Liu, Y. Liu, J. Liang, and V. Vinciotti, "An Extended Kalman Filtering Approach to Modeling Nonlinear Dynamic Gene Regulatory Networks via Short Gene Expression Time Series," IEEE/ACM Trans. Computational Biology and Bioinformatics, vol. 6, no. 3, pp. 410-419, July-Sept. 2009.
    • (2009) IEEE/ACM Trans. Computational Biology and Bioinformatics , vol.6 , Issue.3 , pp. 410-419
    • Wang, Z.1    Liu, X.2    Liu, Y.3    Liang, J.4    Vinciotti, V.5
  • 4
    • 76849097046 scopus 로고    scopus 로고
    • A trade-off between sample complexity and computational complexity in learning boolean networks from time-series data
    • Jan.-Mar
    • T. Perkins and J. Hallett, "A Trade-Off between Sample Complexity and Computational Complexity in Learning Boolean Networks from Time-Series Data," IEEE/ACM Trans. Computational Biology and Bioinformatics, vol. 7, no. 1, pp. 118-125, Jan.-Mar. 2010.
    • (2010) IEEE/ACM Trans. Computational Biology and Bioinformatics , vol.7 , Issue.1 , pp. 118-125
    • Perkins, T.1    Hallett, J.2
  • 6
    • 36248948496 scopus 로고    scopus 로고
    • Inferring gene regulatory networks using differential evolution with local search heuristics
    • Oct-Dec
    • N. Noman and H. Iba, "Inferring Gene Regulatory Networks Using Differential Evolution with Local Search Heuristics," IEEE/ACM Trans. Computational Biology and Bioinformatics, vol. 4, no. 4, pp. 634-647, Oct.-Dec. 2007.
    • (2007) IEEE/ACM Trans. Computational Biology and Bioinformatics , vol.4 , Issue.4 , pp. 634-647
    • Noman, N.1    Iba, H.2
  • 9
    • 0035490101 scopus 로고    scopus 로고
    • Rapid feature selective neuronal synchronization through correlated latency shifting
    • A. Engel, P. Fries, and W. Singer, "Rapid Feature Selective Neuronal Synchronization through Correlated Latency Shifting," Nature Neuroscience, vol. 2, pp. 704-716, 2001.
    • (2001) Nature Neuroscience , vol.2 , pp. 704-716
    • Engel, A.1    Fries, P.2    Singer, W.3
  • 10
    • 33749081115 scopus 로고    scopus 로고
    • Neural synchrony in brain disorders: Relevance for cognitive dysfunctions and pathophysiology
    • P. Uhlhaas and W. Singer, "Neural Synchrony in Brain Disorders: Relevance for Cognitive Dysfunctions and Pathophysiology," Neuron, vol. 52, pp. 155-168, 2006.
    • (2006) Neuron , vol.52 , pp. 155-168
    • Uhlhaas, P.1    Singer, W.2
  • 11
    • 79955036319 scopus 로고    scopus 로고
    • Functional network analysis reveals differences in the semantic priming task
    • S. Schinkel, G. Zamora, O. Dimigen, W. Sommer, and J. Kurths, "Functional Network Analysis Reveals Differences in the Semantic Priming Task," J. Neuroscience Methods, vol. 197, pp. 333-339, 2011.
    • (2011) J. Neuroscience Methods , vol.197 , pp. 333-339
    • Schinkel, S.1    Zamora, G.2    Dimigen, O.3    Sommer, W.4    Kurths, J.5
  • 12
    • 7444259575 scopus 로고    scopus 로고
    • Chemical and electrical synapses perform complementary roles in the synchronization of interneuronal networks
    • N. Kopell and B. Ermentrout, "Chemical and Electrical Synapses Perform Complementary Roles in the Synchronization of Interneuronal Networks," Proc. Nat'l Academy of Sciences USA, vol. 101, pp. 15482-15487, 2004.
    • (2004) Proc. Nat'l Academy of Sciences USA , vol.101 , pp. 15482-15487
    • Kopell, N.1    Ermentrout, B.2
  • 13
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: Graph theoretical analysis of structural and functional systems
    • E. Bullmore and O. Sporns, "Complex Brain Networks: Graph Theoretical Analysis of Structural and Functional Systems," Nature Rev. Neuroscience, vol. 10, pp. 186-198, 2009.
    • (2009) Nature Rev. Neuroscience , vol.10 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2
  • 14
    • 77954385460 scopus 로고    scopus 로고
    • Complex network measures of brain connectivity: Uses and interpretations
    • M. Rubinov and O. Sporns, "Complex Network Measures of Brain Connectivity: Uses and Interpretations," NeuroImage, vol. 52, pp. 1059-1069, 2010.
    • (2010) NeuroImage , vol.52 , pp. 1059-1069
    • Rubinov, M.1    Sporns, O.2
  • 15
    • 33845353054 scopus 로고    scopus 로고
    • Hierarchical organization unveiled by functional connectivity in complex brain networks
    • C. Zhou, L. Zemanová, G. Zamora, C. Hilgetag, and J. Kurths, "Hierarchical Organization Unveiled by Functional Connectivity in Complex Brain Networks," Physical Rev. Letters, vol. 97, p. 238103, 2006.
    • (2006) Physical Rev. Letters , vol.97 , pp. 238103
    • Zhou, C.1    Zemanová, L.2    Zamora, G.3    Hilgetag, C.4    Kurths, J.5
  • 16
    • 52949104430 scopus 로고    scopus 로고
    • Organization of excitable dynamics in hierarchical biological networks
    • M. Muller, C. Hilgetag, and M. Hutt, "Organization of Excitable Dynamics in Hierarchical Biological Networks," PLoS Computational Biology, vol. 4, p. e1000190, 2008.
    • (2008) PLoS Computational Biology , vol.4
    • Muller, M.1    Hilgetag, C.2    Hutt, M.3
  • 17
    • 38349140387 scopus 로고    scopus 로고
    • Identification and classification of hubs in brain networks
    • O. Sporns, C. Honey, and R. Kotter, "Identification and Classification of Hubs in Brain Networks," Plos One, vol. 10, p. e1049, 2007.
    • (2007) Plos One , vol.10
    • Sporns, O.1    Honey, C.2    Kotter, R.3
  • 18
    • 43149086861 scopus 로고    scopus 로고
    • Nonrandom connectivity of the epileptic dentate gyrus predicts a major role for neuronal hubs in seizures
    • R. Morgan and I. Soltesz, "Nonrandom Connectivity of the Epileptic Dentate Gyrus Predicts a Major Role for Neuronal Hubs in Seizures," Proc. Nat'l Academy of Sciences USA, vol. 105, pp. 6179-6184, 2008.
    • (2008) Proc. Nat'l Academy of Sciences USA , vol.105 , pp. 6179-6184
    • Morgan, R.1    Soltesz, I.2
  • 19
    • 77953367591 scopus 로고    scopus 로고
    • Cortical hubs form a module for multisensory integration on top of the hierarchy of cortical networks
    • G. Zamora, C. Zhou, and J. Kurths, "Cortical Hubs form a Module for Multisensory Integration on Top of the Hierarchy of Cortical Networks," Frontiers in Neuroinformatics, vol. 4, pp. 1-12, 2010.
    • (2010) Frontiers in Neuroinformatics , vol.4 , pp. 1-12
    • Zamora, G.1    Zhou, C.2    Kurths, J.3
  • 20
    • 77957866078 scopus 로고    scopus 로고
    • From modular to centralized organization of synchronization in functional areas of the cat cerebral cortex
    • J. Gomez, G. Zamora, Y. Moreno, and A. Arenas, "From Modular to Centralized Organization of Synchronization in Functional Areas of the Cat Cerebral Cortex," Plos one, vol. 5, p. e12313, 2010.
    • (2010) Plos One , vol.5
    • Gomez, J.1    Zamora, G.2    Moreno, Y.3    Arenas, A.4
  • 22
    • 79955879494 scopus 로고    scopus 로고
    • Controllability of complex networks
    • Y. Liu, J. Slotine, and A. Barabasi "Controllability of Complex Networks," Nature, vol. 473, pp. 167-173, 2011.
    • (2011) Nature , vol.473 , pp. 167-173
    • Liu, Y.1    Slotine, J.2    Barabasi, A.3
  • 23
    • 79955917654 scopus 로고    scopus 로고
    • Degrees of control
    • M. Egerstedt, "Degrees of Control," Nature, vol. 473, pp. 158-159, 2011.
    • (2011) Nature , vol.473 , pp. 158-159
    • Egerstedt, M.1
  • 24
    • 0036125429 scopus 로고    scopus 로고
    • Synchronization in scale-free dynamical networks: Robustness and fragility
    • Jan
    • X. Wang and G. Chen, "Synchronization in Scale-Free Dynamical Networks: Robustness and Fragility," IEEE Trans. Circuits Systems I: Regular Papers, vol. 49, no. 1, pp. 54-62, Jan. 2002.
    • (2002) IEEE Trans. Circuits Systems I: Regular Papers , vol.49 , Issue.1 , pp. 54-62
    • Wang, X.1    Chen, G.2
  • 25
  • 26
  • 27
    • 72649100796 scopus 로고    scopus 로고
    • Dynamics and directionality in complex networks
    • S. Son, B. Kim, H. Hong, and H. Jeong, "Dynamics and Directionality in Complex Networks," Physics Rev. Letters, vol. 103, p. 228702, 2009.
    • (2009) Physics Rev. Letters , vol.103 , pp. 228702
    • Son, S.1    Kim, B.2    Hong, H.3    Jeong, H.4
  • 28
    • 81455143774 scopus 로고    scopus 로고
    • Intervention in gene regulatory networks via phenotypically constrained control policies based on long-run behavior
    • Jan./Feb.
    • X. Qian and E. Dougherty, "Intervention in Gene Regulatory Networks via Phenotypically Constrained Control Policies Based on Long-Run Behavior," IEEE/ACM Trans. Computational Biology and Bioinformatics, vol. 9, no. 1, pp. 123-136, Jan./Feb. 2012.
    • (2012) IEEE/ACM Trans. Computational Biology and Bioinformatics , vol.9 , Issue.1 , pp. 123-136
    • Qian, X.1    Dougherty, E.2
  • 29
    • 58349088745 scopus 로고    scopus 로고
    • On pinning synchronization of complex dynamical networks
    • W. Yu, G. Chen, and J. Lu, "On Pinning Synchronization of Complex Dynamical Networks," Automatica, vol. 45, pp. 429-435, 2009.
    • (2009) Automatica , vol.45 , pp. 429-435
    • Yu, W.1    Chen, G.2    Lu, J.3
  • 30
    • 79960561565 scopus 로고    scopus 로고
    • Controller design for synchronization of an array of delayed neural networks using a controllable probabilistic pso
    • Y. Tang, Z.D. Wang, and J. Fang, "Controller Design for Synchronization of an Array of Delayed Neural Networks Using a Controllable Probabilistic Pso," Information Sciences, vol. 181, pp. 4715-4732, 2011.
    • (2011) Information Sciences , vol.181 , pp. 4715-4732
    • Tang, Y.1    Wang, Z.D.2    Fang, J.3
  • 31
    • 79959974477 scopus 로고    scopus 로고
    • Multiobjective synchronization of coupled systems
    • Y. Tang, Z.D. Wang, W.K. Wong, J. Kurths, and J. Fang, "Multiobjective Synchronization of Coupled Systems," Chaos, vol. 21, pp. 025114-1-025114-12, 2011.
    • (2011) Chaos , vol.21 , pp. 0251141-02511412
    • Tang, Y.1    Wang, Z.D.2    Wong, W.K.3    Kurths, J.4    Fang, J.5
  • 32
    • 25444524580 scopus 로고    scopus 로고
    • Evolutionary algorithm for constrained parameter optimization problems
    • Z. Michalewicz and M. Schoenauer, "Evolutionary Algorithm for Constrained Parameter Optimization Problems," Evolutionary Computation, vol. 4 pp. 1-32, 1996.
    • (1996) Evolutionary Computation , vol.4 , pp. 1-32
    • Michalewicz, Z.1    Schoenauer, M.2
  • 33
    • 0037016631 scopus 로고    scopus 로고
    • Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: A survey of the state of the art
    • C. Coello, "Theoretical and Numerical Constraint-Handling Techniques Used with Evolutionary Algorithms: A Survey of the State of the Art," Computer Methods in Applied Mechanics and Eng., vol. 191, pp. 1245-287, 2002.
    • (2002) Computer Methods in Applied Mechanics and Eng , vol.191 , pp. 1245-1287
    • Coello, C.1
  • 34
    • 33947426462 scopus 로고    scopus 로고
    • A multiobjective optimization-based evolutionary algorithm for constrained optimization
    • Dec
    • Z. Cai and Y. Wang, "A Multiobjective Optimization-Based Evolutionary Algorithm for Constrained Optimization," IEEE Trans. Evolutionary Computation, vol. 10, no. 6, pp. 658-75, Dec. 2006.
    • (2006) IEEE Trans. Evolutionary Computation , vol.10 , Issue.6 , pp. 658-675
    • Cai, Z.1    Wang, Y.2
  • 35
    • 84856273612 scopus 로고    scopus 로고
    • A dynamic hybrid framework for constrained evolutionary optimization
    • Feb.
    • Y. Wang and Z. Cai, "A Dynamic Hybrid Framework for Constrained Evolutionary Optimization," IEEE Trans. Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 42, no. 1, pp. 203-217, Feb. 2012.
    • (2012) IEEE Trans. Systems, Man, and Cybernetics-Part B: Cybernetics , vol.42 , Issue.1 , pp. 203-217
    • Wang, Y.1    Cai, Z.2
  • 36
    • 84862796933 scopus 로고    scopus 로고
    • Combining multiobjective optimization with differential evolution to solve constrained optimization problems
    • Feb.
    • Y. Wang and Z. Cai, "Combining Multiobjective Optimization with Differential Evolution to Solve Constrained Optimization Problems," IEEE Trans. Evolutionary Computation, vol. 16, no. 1, pp. 117-134, Feb. 2012.
    • (2012) IEEE Trans. Evolutionary Computation , vol.16 , Issue.1 , pp. 117-134
    • Wang, Y.1    Cai, Z.2
  • 37
    • 0034728146 scopus 로고    scopus 로고
    • Anatomical connectivity defines the organization of clusters of cortical areas in the macaque monkey and the cat
    • C. Hilgetag, G. Burns, M. O'eill, J. Scannell, and M. Young, "Anatomical Connectivity Defines the Organization of Clusters of Cortical Areas in the Macaque Monkey and the Cat," Philosophical Trans. R Soc. London B, vol. 355, pp. 91-110, 2000.
    • (2000) Philosophical Trans. R Soc. London B , vol.355 , pp. 91-110
    • Hilgetag, C.1    Burns, G.2    Oeill, M.3    Scannell, J.4    Young, M.5
  • 38
    • 41049105651 scopus 로고    scopus 로고
    • Pinning adaptive synchronization of a general complex dynamical network
    • J. Zhou, J. Lu, and J. Lu, "Pinning Adaptive Synchronization of a General Complex Dynamical Network," Automatica, vol. 44, pp. 996-1003, 2008.
    • (2008) Automatica , vol.44 , pp. 996-1003
    • Zhou, J.1    Lu, J.2    Lu, J.3
  • 39
    • 33748335612 scopus 로고    scopus 로고
    • Characterizing the dynamical importance of network nodes and links
    • J. Restrepo, E. Ott, and B. Hunt, "Characterizing the Dynamical Importance of Network Nodes and Links," Physical Rev. Letters, vol. 97, p. 094102, 2006.
    • (2006) Physical Rev. Letters , vol.97 , pp. 094102
    • Restrepo, J.1    Ott, E.2    Hunt, B.3
  • 40
    • 33847199831 scopus 로고    scopus 로고
    • Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark Problems
    • Dec
    • J. Brest, S. Greiner, B. Boskovic, M. Mernik, and V. Zumer, "Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems," IEEE Trans. Evolutionary Computation, vol. 10, no. 6, pp. 646-657, Dec. 2006.
    • (2006) IEEE Trans. Evolutionary Computation , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Greiner, S.2    Boskovic, B.3    Mernik, M.4    Zumer, V.5
  • 41
    • 34848824665 scopus 로고    scopus 로고
    • Effects of the network structural properties on its controllability
    • F. Sorrentino, "Effects of the Network Structural Properties on Its Controllability," Chaos, vol. 17, p. 033101, 2007.
    • (2007) Chaos , vol.17 , pp. 033101
    • Sorrentino, F.1
  • 42
    • 70349860273 scopus 로고    scopus 로고
    • Jade: Adaptive differential evolution with optional external archive
    • Oct
    • J.Q. Zhang and A.C. Sanderson, "Jade: Adaptive Differential Evolution with Optional External Archive," IEEE Trans. Evolutionary Computation, vol. 13, no. 5, pp. 945-958, Oct. 2009.
    • (2009) IEEE Trans. Evolutionary Computation , vol.13 , Issue.5 , pp. 945-958
    • Zhang, J.Q.1    Sanderson, A.C.2
  • 44
    • 84857579104 scopus 로고    scopus 로고
    • Pso based kernel principal component analysis and multi-class support vector machine for power quality problem classification
    • J. Pahasa and I. Ngamroo, "Pso Based Kernel Principal Component Analysis and Multi-Class Support Vector Machine for Power Quality Problem Classification," Int'l J. Innovative Computing Information and Control, vol. 8, pp. 1523-1540, 2012.
    • (2012) Int'l J. Innovative Computing Information and Control , vol.8 , pp. 1523-1540
    • Pahasa, J.1    Ngamroo, I.2
  • 45
    • 67650733229 scopus 로고    scopus 로고
    • Exponential stabilization in switched stochastic dynamical networks
    • J.Q. Lu, D.W.C. Ho, and L.G. Wu, "Exponential Stabilization in Switched Stochastic Dynamical Networks," Nonlinearity, vol. 22, pp. 889-911, 2009.
    • (2009) Nonlinearity , vol.22 , pp. 889-911
    • Lu, J.Q.1    Ho, D.W.C.2    Wu, L.G.3
  • 46
    • 78049289886 scopus 로고    scopus 로고
    • A unified synchronization criterion for impulsive dynamical networks
    • J.Q. Lu, D.W.C. Ho, and J.D. Cao, "A Unified Synchronization Criterion for Impulsive Dynamical Networks," Automatica, vol. 46, pp. 1215-1221, 2010.
    • (2010) Automatica , vol.46 , pp. 1215-1221
    • Lu, J.Q.1    Ho, D.W.C.2    Cao, J.D.3
  • 47
    • 84875550058 scopus 로고    scopus 로고
    • Distributed synchronization in networks of agent systems with nonlinearities and random switchings
    • accepted in doi: 10.1109/TSMCB.2012.2207718
    • Y. Tang, H. Gao, W. Zou, and J. Kurths, "Distributed Synchronization in Networks of Agent Systems with Nonlinearities and Random Switchings," IEEE Trans. Systems, Man, and Cybernetics-Part B: Cybernetics, accepted in 2012, doi: 10.1109/TSMCB.2012.2207718.
    • (2012) IEEE Trans. Systems, Man, and Cybernetics-Part B: Cybernetics
    • Tang, Y.1    Gao, H.2    Zou, W.3    Kurths, J.4


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