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Volumn 16, Issue 5, 2011, Pages 17-26

Optimization in "self-modeling" complex adaptive systems

Author keywords

Associative memory; Complex adaptive systems; Hopfield networks; Optimization; Self organization

Indexed keywords


EID: 79955960452     PISSN: 10762787     EISSN: 10990526     Source Type: Journal    
DOI: 10.1002/cplx.20346     Document Type: Article
Times cited : (42)

References (48)
  • 2
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield, J.J. Neural networks and physical systems with emergent collective computational abilities. Proc Natl Acad Sci USA 1982, 79, 2554-2558.
    • (1982) Proc Natl Acad Sci USA , vol.79 , pp. 2554-2558
    • Hopfield, J.J.1
  • 3
    • 0021835689 scopus 로고
    • Neural computation of decisions in optimization problems
    • Hopfield, J.J.;Tank, D.W. Neural computation of decisions in optimization problems. Biol Cybern 1985, 52, 141-152.
    • (1985) Biol Cybern , vol.52 , pp. 141-152
    • Hopfield, J.J.1    Tank, D.W.2
  • 4
    • 0022504321 scopus 로고
    • Computing with neural circuits: A model
    • Hopfield, J.J.;Tank, D.W. Computing with neural circuits: A model. Science 1986, 233, 625-633.
    • (1986) Science , vol.233 , pp. 625-633
    • Hopfield, J.J.1    Tank, D.W.2
  • 7
    • 0000999440 scopus 로고
    • Learning in Boltzmann Machines
    • In: Proceedings of the Cognitiva, Paris, France
    • Hinton, G.E.;Sejnowski, T.J. Learning in Boltzmann Machines. In: Proceedings of the Cognitiva, 85, Paris, France, 1985.
    • (1985) , vol.85
    • Hinton, G.E.1    Sejnowski, T.J.2
  • 8
    • 0001578518 scopus 로고
    • A Learning algorithm for Boltzmann machines
    • Ackley, D.H.;Hinton, G.E.;Sejnowski, T.J. A Learning algorithm for Boltzmann machines. Cognit Sci 1985, 9, 147-169.
    • (1985) Cognit Sci , vol.9 , pp. 147-169
    • Ackley, D.H.1    Hinton, G.E.2    Sejnowski, T.J.3
  • 9
    • 0011844474 scopus 로고
    • Nonlinear optimization using generalized Hopfield networks
    • Tsirukis, A.G.;Reklaitis, G.V.;Tenorio, M.F. Nonlinear optimization using generalized Hopfield networks. Neural Comput 1989, 1, 511-521.
    • (1989) Neural Comput , vol.1 , pp. 511-521
    • Tsirukis, A.G.1    Reklaitis, G.V.2    Tenorio, M.F.3
  • 10
    • 79955980244 scopus 로고    scopus 로고
    • The Effect of Hebbian Learning on Optimization in Hopfield Networks. Technical Report, ECS, University of Southampton: Southampton, UK
    • Watson, R.A.;Buckley, C.L.;Mills, R. The Effect of Hebbian Learning on Optimization in Hopfield Networks. Technical Report, ECS, University of Southampton: Southampton, UK, 2009.
    • (2009)
    • Watson, R.A.1    Buckley, C.L.2    Mills, R.3
  • 11
    • 0037074350 scopus 로고    scopus 로고
    • Spontaneous structure formation in a network of chaotic units with variable connection strengths
    • Ito, J.;Kaneko, K. Spontaneous structure formation in a network of chaotic units with variable connection strengths. Phys Rev Lett 2002, 88, 028701.
    • (2002) Phys Rev Lett , vol.88 , pp. 028701
    • Ito, J.1    Kaneko, K.2
  • 13
    • 0020580001 scopus 로고
    • Unlearning has a stabilizing effect in collective memories
    • Hopfield, J.J.;Feinstein, D.;Palmer, R. Unlearning has a stabilizing effect in collective memories. Nature 1983, 304, 158-159.
    • (1983) Nature , vol.304 , pp. 158-159
    • Hopfield, J.J.1    Feinstein, D.2    Palmer, R.3
  • 14
    • 36149029786 scopus 로고
    • The space of interactions in neural network models
    • Gardner, E. The space of interactions in neural network models. J Phys A: Math Gen 1988, 21, 257.
    • (1988) J Phys A: Math Gen , vol.21 , pp. 257
    • Gardner, E.1
  • 15
    • 84908817405 scopus 로고
    • On the relation between stability parameters and sizes of domains of attraction in attractor neural networks
    • Coolen, A.C.C. On the relation between stability parameters and sizes of domains of attraction in attractor neural networks. Europhys Lett 1991, 16, 73.
    • (1991) Europhys Lett , vol.16 , pp. 73
    • Coolen, A.C.C.1
  • 16
    • 48249151887 scopus 로고    scopus 로고
    • Binary optimization: On the probability of a local minimum detection in random search
    • In:, Zakopane, Poland, Springer: Berlin
    • Kryzhanovsky, B.;Kryzhanovsky, V. Binary optimization: On the probability of a local minimum detection in random search. In: Proceedings of the ICAISC, Zakopane, Poland, 2008; Springer: Berlin, pp 89-100.
    • (2008) Proceedings of the ICAISC , pp. 89-100
    • Kryzhanovsky, B.1    Kryzhanovsky, V.2
  • 17
    • 40649125310 scopus 로고    scopus 로고
    • On the probability of finding local minima in optimization problems
    • In:, Vancouver, BC, IEEE Press
    • Kryzhanovsky, B.;Magomedov, B.M.;Fonarev, A.B. On the probability of finding local minima in optimization problems. In: Proceedings of the IJCNN, Vancouver, BC, IEEE Press, 2006; pp 3243-3248.
    • (2006) Proceedings of the IJCNN , pp. 3243-3248
    • Kryzhanovsky, B.1    Magomedov, B.M.2    Fonarev, A.B.3
  • 18
    • 67149130072 scopus 로고    scopus 로고
    • Binary optimization: A relation between the depth of a local minimum and the probability of its detection
    • In:, Angers, France, INSTICC Press
    • Kryzhanovsky, B.;Kryzhanovsky, V.;Mikaelian, A.L. Binary optimization: A relation between the depth of a local minimum and the probability of its detection. In: Proceedings of the ICINCO-ICSO, Angers, France, INSTICC Press, 2007; pp 5-10.
    • (2007) Proceedings of the ICINCO-ICSO , pp. 5-10
    • Kryzhanovsky, B.1    Kryzhanovsky, V.2    Mikaelian, A.L.3
  • 20
    • 70450231483 scopus 로고    scopus 로고
    • Automated control in cloud computing: Challenges and opportunities
    • Babu, S.; Chase, J.S.; Parekh, S.S. In:, Barcelona, Spain, ACM Press, New York, NY.
    • Lim, H.C.; Babu, S.; Chase, J.S.; Parekh, S.S. Automated control in cloud computing: Challenges and opportunities. In: Proceedings of the 1st Workshop on Automated Control for Datacenters and Clouds, Barcelona, Spain, 2009; pp 13-18, ACM Press, New York, NY.
    • (2009) Proceedings of the 1st Workshop on Automated Control for Datacenters and Clouds , pp. 13-18
    • Lim, H.C.1
  • 22
    • 26444549021 scopus 로고    scopus 로고
    • Modular interdependency in complex dynamical systems
    • Watson, R.A.;Pollack, J.B. Modular interdependency in complex dynamical systems. Artificial Life 2005, 11, 445-457.
    • (2005) Artificial Life , vol.11 , pp. 445-457
    • Watson, R.A.1    Pollack, J.B.2
  • 24
    • 79955967962 scopus 로고    scopus 로고
    • How Micro-Evolution Can Guide Macro-Evolution: Multi-Scale Search via Evolved Modular Variation. Ph.D. Thesis, ECS, University of Southampton, Southampton, UK
    • Mills, R. How Micro-Evolution Can Guide Macro-Evolution: Multi-Scale Search via Evolved Modular Variation. Ph.D. Thesis, ECS, University of Southampton, Southampton, UK, 2010.
    • (2010)
    • Mills, R.1
  • 25
    • 33845648428 scopus 로고    scopus 로고
    • Coevolution of strategy and structure in complex networks with dynamical linking
    • Pacheco, J.M.;Traulsen, A.;Nowak, M.A. Coevolution of strategy and structure in complex networks with dynamical linking. Phys Rev Lett 2006, 97, 258103.
    • (2006) Phys Rev Lett , vol.97 , pp. 258103
    • Pacheco, J.M.1    Traulsen, A.2    Nowak, M.A.3
  • 27
    • 0031210885 scopus 로고    scopus 로고
    • Self-organizing channel assignment for wireless systems
    • Nettleton, R.W.;Schloemer, G.R. Self-organizing channel assignment for wireless systems. IEEE Commun Mag 1997, 35, 46-51.
    • (1997) IEEE Commun Mag , vol.35 , pp. 46-51
    • Nettleton, R.W.1    Schloemer, G.R.2
  • 28
    • 0011369473 scopus 로고
    • An internal mechanism for detecting parasite attractors in a Hopfield network
    • Gascuel, J.-D.;Moobed, B.;Weinfeld, M. An internal mechanism for detecting parasite attractors in a Hopfield network. Neural Comput 1994, 6, 902-915.
    • (1994) Neural Comput , vol.6 , pp. 902-915
    • Gascuel, J.-D.1    Moobed, B.2    Weinfeld, M.3
  • 31
    • 79959942123 scopus 로고    scopus 로고
    • Symbiosis enables the evolution of rare complexes in structured environments
    • In:, Budapest, Hungary, Springer, Berlin, in press.
    • Mills, R.;Watson, R.A. Symbiosis enables the evolution of rare complexes in structured environments. In: Proceedings of European Conference on Artificial Life, Budapest, Hungary, Springer, Berlin, in press.
    • Proceedings of European Conference on Artificial Life
    • Mills, R.1    Watson, R.A.2
  • 32
    • 34548066598 scopus 로고    scopus 로고
    • Overcoming hierarchical difficulty by hillclimbing the building block structure
    • In:, London, UK, ACM Press, New York, NY.
    • Iclanzan, D.;Dumitrescu, D. Overcoming hierarchical difficulty by hillclimbing the building block structure. In: Proceedings of the GECCO, London, UK, 2007; pp 1256-1263. ACM Press, New York, NY.
    • (2007) Proceedings of the GECCO , pp. 1256-1263
    • Iclanzan, D.1    Dumitrescu, D.2
  • 34
    • 84924972227 scopus 로고    scopus 로고
    • Newman, M.E.J.;Barabasi, A.L.;Watts, D.J., Eds. ; Princeton University Press: Princeton, NJ
    • Newman, M.E.J.;Barabasi, A.L.;Watts, D.J., Eds. The Structure and Dynamics of Networks; Princeton University Press: Princeton, NJ, 2006.
    • (2006) The Structure and Dynamics of Networks
  • 35
    • 79955969031 scopus 로고    scopus 로고
    • If you can't be with the one you love, love the one you're with: How individual habituation of agent interactions improves global utility
    • In: Proceedings of, Odense, Denmark, in press.
    • Davies, A.P.;Watson, R.A.;Mills, R.;Buckley, C.L.;Noble, J. If you can't be with the one you love, love the one you're with: How individual habituation of agent interactions improves global utility. In: Proceedings of ALIFE XII, Odense, Denmark, in press.
    • ALIFE XII
    • Davies, A.P.1    Watson, R.A.2    Mills, R.3    Buckley, C.L.4    Noble, J.5
  • 36
    • 79955953027 scopus 로고    scopus 로고
    • An Investigation into the Evolution of Relationships Between Species in an Ecosystem. MSc Dissertation, ECS, University of Southampton, Southampton, UK
    • Lewis, M. An Investigation into the Evolution of Relationships Between Species in an Ecosystem. MSc Dissertation, ECS, University of Southampton, Southampton, UK, 2009.
    • (2009)
    • Lewis, M.1
  • 37
    • 34547424358 scopus 로고    scopus 로고
    • Model ecosystem with variable interspecies interactions
    • Poderoso, F.C.;Fontanari, J.F. Model ecosystem with variable interspecies interactions. J Phys A: Math Theor 2007, 40, 8723-8738.
    • (2007) J Phys A: Math Theor , vol.40 , pp. 8723-8738
    • Poderoso, F.C.1    Fontanari, J.F.2
  • 40
    • 79955970999 scopus 로고    scopus 로고
    • Ecosystem Selection: Simulation, Experiment and Theory. Ph.D. Thesis, University of Sussex, Brighton, UK
    • Penn, A.S. Ecosystem Selection: Simulation, Experiment and Theory. Ph.D. Thesis, University of Sussex, Brighton, UK: 2006.
    • (2006)
    • Penn, A.S.1
  • 43
    • 57149097265 scopus 로고    scopus 로고
    • Facilitated variation: How evolution learns from past environments to generalize to new environments
    • Parter, M.;Kashtan, N.;Alon, U. Facilitated variation: How evolution learns from past environments to generalize to new environments. PLoS Comput Biol 2008, 4, e1000206.
    • (2008) PLoS Comput Biol , vol.4
    • Parter, M.1    Kashtan, N.2    Alon, U.3
  • 46
    • 37749014093 scopus 로고    scopus 로고
    • Genetic variation in pleiotropy: Differential epistasis as a source of variation in the allometric relationship between long bone lengths and body weight
    • Pavlicev, M.;Kenney-Hunt, J.P.;Norgard, E.A.;Roseman, C.C.;Wolf, J.B.;Cheverud, J.M. Genetic variation in pleiotropy: Differential epistasis as a source of variation in the allometric relationship between long bone lengths and body weight. Evolution 2008, 62, 199-213.
    • (2008) Evolution , vol.62 , pp. 199-213
    • Pavlicev, M.1    Kenney-Hunt, J.P.2    Norgard, E.A.3    Roseman, C.C.4    Wolf, J.B.5    Cheverud, J.M.6
  • 47
    • 0001501066 scopus 로고
    • Generalization in a Hopfield network
    • Fontanari, J.F. Generalization in a Hopfield network. J Phys 1990, 51, 2421-2430.
    • (1990) J Phys , vol.51 , pp. 2421-2430
    • Fontanari, J.F.1
  • 48
    • 79955964954 scopus 로고    scopus 로고
    • Global Adaptation in Networks of Selfish Components: Emergent Associative Memory at the System Scale. Technical Report, ECS, University of Southampton: Southampton, UK
    • Watson, R.A.;Buckley, C.L.;Mills, R. Global Adaptation in Networks of Selfish Components: Emergent Associative Memory at the System Scale. Technical Report, ECS, University of Southampton: Southampton, UK, 2009.
    • (2009)
    • Watson, R.A.1    Buckley, C.L.2    Mills, R.3


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