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Volumn 17, Issue 12, 2013, Pages 2257-2277

Distributed optimization in wireless sensor networks: An island-model framework

Author keywords

Computational intelligence; Distributed computing; Memetic computing; Optimization; Wireless sensor networks

Indexed keywords

CONTINUOUS OPTIMIZATION PROBLEMS; DISTRIBUTED OPTIMIZATION; EMERGING TECHNOLOGIES; INTER-NODE COMMUNICATION; MEMETIC COMPUTING; OPTIMIZATION ALGORITHMS; STRUCTURAL MONITORING; WIRELESS SENSOR NETWORK (WSNS);

EID: 84888060174     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-013-1091-x     Document Type: Article
Times cited : (18)

References (67)
  • 1
    • 84870371803 scopus 로고    scopus 로고
    • Dynamic clustering using binary multi-objective particle swarm optimization for wireless sensor networks
    • Abdul Latiff NM, Tsimenidis CC, Sharif BS, Ladha C (2008) Dynamic clustering using binary multi-objective particle swarm optimization for wireless sensor networks. Comput Eng 2(2): 1-5.
    • (2008) Comput Eng , vol.2 , Issue.2 , pp. 1-5
    • Abdul Latiff, N.M.1    Tsimenidis, C.C.2    Sharif, B.S.3    Ladha, C.4
  • 3
    • 82755164851 scopus 로고    scopus 로고
    • A new evolutionary based routing protocol for clustered heterogeneous wireless sensor networks
    • Attea BA, Khalil EA (2012) A new evolutionary based routing protocol for clustered heterogeneous wireless sensor networks. Appl Soft Comput 12(7): 1950-1957.
    • (2012) Appl Soft Comput , vol.12 , Issue.7 , pp. 1950-1957
    • Attea, B.A.1    Khalil, E.A.2
  • 4
    • 0001449665 scopus 로고
    • A new product growth model for consumer durables
    • Bass F (1969) A new product growth model for consumer durables. Manag Sci 15: 215-227.
    • (1969) Manag Sci , vol.15 , pp. 215-227
    • Bass, F.1
  • 7
    • 0001614474 scopus 로고
    • A discussion of random methods for seeking maxima
    • Brooks SH (1958) A discussion of random methods for seeking maxima. Oper Res 6(2): 244-251.
    • (1958) Oper Res , vol.6 , Issue.2 , pp. 244-251
    • Brooks, S.H.1
  • 8
    • 77954798299 scopus 로고    scopus 로고
    • A new collaborative knowledge-based approach for wireless sensor networks
    • Canada-Bago J, Fernandez-Prieto JA, Gadeo-Martos MA, Velasco JR (2010) A new collaborative knowledge-based approach for wireless sensor networks. Sensors 10(6): 6044-6062.
    • (2010) Sensors , vol.10 , Issue.6 , pp. 6044-6062
    • Canada-Bago, J.1    Fernandez-Prieto, J.A.2    Gadeo-Martos, M.A.3    Velasco, J.R.4
  • 11
    • 70449571975 scopus 로고    scopus 로고
    • A survey of simulation in sensor networks
    • Curren D (2008) A survey of simulation in sensor networks. Architecture 7: 867-872.
    • (2008) Architecture , vol.7 , pp. 867-872
    • Curren, D.1
  • 16
    • 3042820611 scopus 로고    scopus 로고
    • Distributed regression: An efficient framework for modeling sensor network data
    • Guestrin C, Bodík P, Thibaux R, Paskin MA, Madden S (2004) Distributed regression: an efficient framework for modeling sensor network data. In: IPSN, pp 1-10.
    • (2004) IPSN , pp. 1-10
    • Guestrin, C.1    Bodík, P.2    Thibaux, R.3    Paskin, M.A.4    Madden, S.5
  • 17
    • 79951634975 scopus 로고    scopus 로고
    • Optimizing the localization of a wireless sensor network in real time based on a low-cost microcontroller
    • Guo H, Low KS, Nguyen HA (2011) Optimizing the localization of a wireless sensor network in real time based on a low-cost microcontroller. IEEE Trans Indust Electr 58(3): 741-749.
    • (2011) IEEE Trans Indust Electr , vol.58 , Issue.3 , pp. 741-749
    • Guo, H.1    Low, K.S.2    Nguyen, H.A.3
  • 18
    • 79955930677 scopus 로고    scopus 로고
    • A novel cluster-head selection algorithm based on hybrid genetic optimization for wireless sensor networks
    • Guo L, Li Q, Chen F (2011) A novel cluster-head selection algorithm based on hybrid genetic optimization for wireless sensor networks. JNW 6(5): 815-822.
    • (2011) Jnw , vol.6 , Issue.5 , pp. 815-822
    • Guo, L.1    Li, Q.2    Chen, F.3
  • 19
    • 85027269145 scopus 로고    scopus 로고
    • Wireless sensor networks 2012-2022: The new market for ubiquitous sensor networks (USN)
    • Harrop P, Das R (2012) Wireless sensor networks 2012-2022: the new market for ubiquitous sensor networks (USN). IDTechEx.
    • (2012) IDTechEx
    • Harrop, P.1    Das, R.2
  • 21
    • 84938447945 scopus 로고
    • Direct search solution of numerical and statistical problems
    • Hooke R, Jeeves TA (1961) Direct search solution of numerical and statistical problems. J ACM 8: 212-229.
    • (1961) J ACM , vol.8 , pp. 212-229
    • Hooke, R.1    Jeeves, T.A.2
  • 23
    • 84855440057 scopus 로고    scopus 로고
    • Ockham's Razor in memetic computing: three stage optimal memetic exploration
    • Iacca G, Neri F, Mininno E, Ong YS, Lim MH (2012) Ockham's Razor in memetic computing: three stage optimal memetic exploration. Inform Sci 188: 17-43.
    • (2012) Inform Sci , vol.188 , pp. 17-43
    • Iacca, G.1    Neri, F.2    Mininno, E.3    Ong, Y.S.4    Lim, M.H.5
  • 26
    • 79951952936 scopus 로고    scopus 로고
    • Particle swarm optimization in wireless-sensor networks: a brief survey
    • Kulkarni RV, Venayagamoorthy GK (2011) Particle swarm optimization in wireless-sensor networks: a brief survey. IEEE Trans Syst Man Cybern Part C 41(2): 262-267.
    • (2011) IEEE Trans Syst Man Cybern Part C , vol.41 , Issue.2 , pp. 262-267
    • Kulkarni, R.V.1    Venayagamoorthy, G.K.2
  • 34
    • 79953060187 scopus 로고    scopus 로고
    • Disturbed exploitation compact differential evolution for limited memory optimization problems
    • Neri F, Iacca G, Mininno E (2011) Disturbed exploitation compact differential evolution for limited memory optimization problems. Inform Sci 181(12): 2469-2487.
    • (2011) Inform Sci , vol.181 , Issue.12 , pp. 2469-2487
    • Neri, F.1    Iacca, G.2    Mininno, E.3
  • 35
    • 33746371214 scopus 로고    scopus 로고
    • A kernel-based learning approach to ad hoc sensor network localization
    • Nguyen X, Jordan MI, Sinopoli B (2005) A kernel-based learning approach to ad hoc sensor network localization. TOSN 1(1): 134-152.
    • (2005) Tosn , vol.1 , Issue.1 , pp. 134-152
    • Nguyen, X.1    Jordan, M.I.2    Sinopoli, B.3
  • 36
    • 63849162280 scopus 로고    scopus 로고
    • Routing in wireless sensor networks using an ant colony optimization (ACO) router chip
    • Okdem S, Karaboga D (2009) Routing in wireless sensor networks using an ant colony optimization (ACO) router chip. Sensors 9(2): 909-921.
    • (2009) Sensors , vol.9 , Issue.2 , pp. 909-921
    • Okdem, S.1    Karaboga, D.2
  • 38
    • 32944461175 scopus 로고    scopus 로고
    • Robust probabilistic inference in distributed systems
    • Paskin MA, Guestrin C (2004) Robust probabilistic inference in distributed systems. In: UAI, pp 436-445.
    • (2004) In: UAI , pp. 436-445
    • Paskin, M.A.1    Guestrin, C.2
  • 39
    • 33744942641 scopus 로고    scopus 로고
    • A robust architecture for distributed inference in sensor networks
    • Paskin MA, Guestrin C, McFadden J (2005) A robust architecture for distributed inference in sensor networks. In: IPSN, pp 55-62.
    • (2005) In: IPSN , pp. 55-62
    • Paskin, M.A.1    Guestrin, C.2    McFadden, J.3
  • 42
    • 85032752026 scopus 로고    scopus 로고
    • Distributed learning in wireless sensor networks
    • ISSN 1053-5888
    • Predd JB, Kulkarni SR, Poor HV (2006) Distributed learning in wireless sensor networks. IEEE Signal Process Mag 23(4): 56-69. ISSN 1053-5888.
    • (2006) IEEE Signal Process Mag , vol.23 , Issue.4 , pp. 56-69
    • Predd, J.B.1    Kulkarni, S.R.2    Poor, H.V.3
  • 43
    • 59649083826 scopus 로고    scopus 로고
    • Differential evolution algorithm with strategy adaptation for global numerical optimization
    • Qin AK, Huang VL, Suganthan PN (2009) Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE Trans Evol Comput 13(2): 398-417.
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.2 , pp. 398-417
    • Qin, A.K.1    Huang, V.L.2    Suganthan, P.N.3
  • 45
    • 17144419228 scopus 로고    scopus 로고
    • Quantized incremental algorithms for distributed optimization
    • Rabbat M, Nowak R (2005) Quantized incremental algorithms for distributed optimization. Select Area Commun IEEE J 23(4): 798-808.
    • (2005) Select Area Commun IEEE J , vol.23 , Issue.4 , pp. 798-808
    • Rabbat, M.1    Nowak, R.2
  • 47
    • 27144437429 scopus 로고    scopus 로고
    • Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization
    • Nanyang Technological University and KanGAL, Singapore
    • Suganthan PN, Hansen N, Liang JJ, Deb K, Chen YP, Auger A, Tiwari S (2005) Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization. In: Technical report 2005005, Nanyang Technological University and KanGAL, Singapore.
    • (2005) Technical Report
    • Suganthan, P.N.1    Hansen, N.2    Liang, J.J.3    Deb, K.4    Chen, Y.P.5    Auger, A.6    Tiwari, S.7
  • 48
    • 33749068872 scopus 로고    scopus 로고
    • Using micro-genetic algorithms to improve localization in wireless sensor networks
    • Tam V, Cheng KY, Lui KS (2006) Using micro-genetic algorithms to improve localization in wireless sensor networks. J Commun 1(4): 137-141.
    • (2006) J Commun , vol.1 , Issue.4 , pp. 137-141
    • Tam, V.1    Cheng, K.Y.2    Lui, K.S.3
  • 52
    • 84888074876 scopus 로고    scopus 로고
    • TinyOS Community
    • TinyOS Community (2012) TinyOS. http://www. tinyos. net/.
    • (2012) TinyOS
  • 55
    • 4344714817 scopus 로고    scopus 로고
    • A comparative study of differential evolution, particle swarm optimization and evolutionary algorithms on numerical benchmark problems
    • Vesterstrøm J, Thomsen R (2004) A comparative study of differential evolution, particle swarm optimization and evolutionary algorithms on numerical benchmark problems. In: Proceedings of the IEEE congress on evolutionary computation, vol 3, pp 1980-1987.
    • (2004) Proceedings of the IEEE Congress On Evolutionary Computation , vol.3 , pp. 1980-1987
    • Vesterstrøm, J.1    Thomsen, R.2
  • 56
    • 34249885891 scopus 로고    scopus 로고
    • Distributed particle swarm optimization and simulated annealing for energy-efficient coverage in wireless sensor networks
    • Wang X, Ma JJ, Wang S, Bi DW (2007) Distributed particle swarm optimization and simulated annealing for energy-efficient coverage in wireless sensor networks. Sensors 7(5): 628-648.
    • (2007) Sensors , vol.7 , Issue.5 , pp. 628-648
    • Wang, X.1    Ma, J.J.2    Wang, S.3    Bi, D.W.4
  • 57
    • 38049048973 scopus 로고    scopus 로고
    • Genetic programming techniques for sensor networks
    • Technical, Report No. 2006/07, vol. 2006/07. University of Stuttgart, Stuttgart
    • Weise T, Geihs K (2006) Genetic programming techniques for sensor networks. In: Marrón PJ (ed) Proceedings of 5. GI/ITG KuVS fachgesprach drahtlose sensornetze, Technical, Report No. 2006/07, vol. 2006/07. University of Stuttgart, Stuttgart, pp 21-25.
    • (2006) Proceedings of 5. GI/ITG KuVS Fachgesprach Drahtlose Sensornetze , pp. 21-25
    • Weise, T.1    Geihs, K.2
  • 58
    • 85006678577 scopus 로고    scopus 로고
    • The island model genetic algorithm: on separability, population size and convergence
    • Whitley D, Rana S, Heckendorn RB (1998) The island model genetic algorithm: on separability, population size and convergence. J Comput Inform Technol 7: 33-47.
    • (1998) J Comput Inform Technol , vol.7 , pp. 33-47
    • Whitley, D.1    Rana, S.2    Heckendorn, R.B.3
  • 59
    • 84888054211 scopus 로고    scopus 로고
    • Wikipedia
    • Wikipedia (2012) List of wireless sensor nodes. http://en. wikipedia. org/wiki/List_of_wireless_sensor_nodes.
    • (2012) List of Wireless Sensor Nodes
  • 60
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • Wilcoxon F (1945) Individual comparisons by ranking methods. Biomet Bull 1(6): 80-83.
    • (1945) Biomet Bull , vol.1 , Issue.6 , pp. 80-83
    • Wilcoxon, F.1
  • 61
    • 78751613509 scopus 로고    scopus 로고
    • Simulated annealing algorithm with adaptive neighborhood
    • Xinchao Z (2011) Simulated annealing algorithm with adaptive neighborhood. Appl Soft Comput 11(2): 1827-1836.
    • (2011) Appl Soft Comput , vol.11 , Issue.2 , pp. 1827-1836
    • Xinchao, Z.1
  • 62
    • 33750308172 scopus 로고    scopus 로고
    • Mobile agent routing based on a two-stage optimization model and a hybrid evolutionary algorithm in wireless sensor networks
    • In: Jiao L, Wang L, Gao X, Liu J, Wu F, Springer, Berlin
    • Yang S, Huang R, Shi H (2006) Mobile agent routing based on a two-stage optimization model and a hybrid evolutionary algorithm in wireless sensor networks. In: Jiao L, Wang L, Gao X, Liu J, Wu F (eds) Advances in natural computation, lecture notes in computer science, vol 4222. Springer, Berlin, pp 938-947.
    • (2006) Advances In Natural Computation, Lecture Notes In Computer Science , vol.4222 , pp. 938-947
    • Yang, S.1    Huang, R.2    Shi, H.3
  • 63
    • 84883692577 scopus 로고    scopus 로고
    • Mathematical function optimization using AIS antibody remainder method
    • Yap DFW, Koh SP, Tiong S (2011) Mathematical function optimization using AIS antibody remainder method. Intern J Mach Learn Comput 1(1): 13-19.
    • (2011) Intern J Mach Learn Comput , vol.1 , Issue.1 , pp. 13-19
    • Yap, D.F.W.1    Koh, S.P.2    Tiong, S.3
  • 64
    • 46449122114 scopus 로고    scopus 로고
    • Wireless sensor network survey
    • Yick J, Mukherjee B, Ghosal D (2008) Wireless sensor network survey. Comput Netw 52(12): 2292-2330.
    • (2008) Comput Netw , vol.52 , Issue.12 , pp. 2292-2330
    • Yick, J.1    Mukherjee, B.2    Ghosal, D.3
  • 66
    • 20344375182 scopus 로고    scopus 로고
    • Control of population diversity and adaptation in differential evolution algorithms
    • In: Matousek D, Osmera P
    • Zaharie D (2003) Control of population diversity and adaptation in differential evolution algorithms. In: Matousek D, Osmera P (eds) Proceedings of MENDEL international conference on, soft computing, pp 41-46.
    • (2003) Proceedings of MENDEL International Conference On, Soft Computing , pp. 41-46
    • Zaharie, D.1
  • 67
    • 84871108320 scopus 로고    scopus 로고
    • Simplified intelligence single particle optimization based neural network for digit recognition
    • Zhou J, Ji Z, Shen L (2008) Simplified intelligence single particle optimization based neural network for digit recognition. In: Proceedings of the Chinese conference on, pattern recognition, pp 1-5 (10311847).
    • (2008) Proceedings of the Chinese conference on, pattern recognition , pp. 1-5
    • Zhou, J.1    Ji, Z.2    Shen, L.3


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