메뉴 건너뛰기




Volumn 16, Issue 2, 2012, Pages 242-265

Evolving distributed algorithms with genetic programming

Author keywords

Critical section; distributed algorithms; election; fraglets; GCD; genetic programming; LGP; mutual exclusion; rule based genetic programming; SGP

Indexed keywords

CRITICAL SECTIONS; ELECTION; FRAGLETS; GCD; LGP; MUTUAL EXCLUSIONS; RULE BASED; SGP;

EID: 84859728298     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2011.2112666     Document Type: Article
Times cited : (36)

References (83)
  • 2
    • 38049052948 scopus 로고    scopus 로고
    • Genetic programming for proactive aggregation protocols
    • Proc. 8th Int. Conf. Adaptive Natural Comput. Algorithms, Part I (ICANNGA)
    • T. Weise, K. Geihs, and P. A. Baer, "Genetic programming for proactive aggregation protocols," in Proc. 8th Int. Conf. Adaptive Natural Comput. Algorithms, Part I (ICANNGA), LNCS 4431. 2007, pp. 167-173.
    • (2007) LNCS , vol.4431 , pp. 167-173
    • Weise, T.1    Geihs, K.2    Baer, P.A.3
  • 5
    • 0000873984 scopus 로고    scopus 로고
    • AntNet: Distributed stigmergetic control for communications networks
    • G. A. D. Caro and M. Dorigo, "AntNet: Distributed stigmergetic control for communications networks," J. Artif. Intell. Res., vol. 9, pp. 317-365, Dec. 1998. (Pubitemid 128636207)
    • (1998) Journal of Artificial Intelligence Research , vol.9 , pp. 317-365
    • Di Caro, G.1    Dorigo, M.2
  • 11
    • 78649808930 scopus 로고    scopus 로고
    • Ph.D. dissertation Fachbereich 16: Elektrotechnik/Informatik Distributed Syst. Group, Univ. Kassel, Kassel, Germany [Online]
    • T. Weise, "Evolving distributed algorithms with genetic programming," Ph.D. dissertation, Fachbereich 16: Elektrotechnik/Informatik Distributed Syst. Group, Univ. Kassel, Kassel, Germany, 2009 [Online]. Available: http://www.it-weise.de/documents/files/W2009DISS.pdf
    • (2009) Evolving Distributed Algorithms with Genetic Programming
    • Weise, T.1
  • 12
    • 67650682981 scopus 로고    scopus 로고
    • Evolving distributed algorithms with genetic programming: Election
    • T. Weise and M. Zapf, "Evolving distributed algorithms with genetic programming: Election," in Proc. 1st ACM/SIGEVO Summit GEC, 2009, pp. 577-584.
    • (2009) Proc. 1st ACM/SIGEVO Summit GEC , pp. 577-584
    • Weise, T.1    Zapf, M.2
  • 13
    • 84859712814 scopus 로고    scopus 로고
    • Applicability of emergence engineering to distributed systems scenarios
    • Univ. Kassel, Kassel, Germany, Kasseler Informatikschriften (KIS)
    • M. Zapf and T. Weise, "Applicability of emergence engineering to distributed systems scenarios," Fachbereich 16: Elektrotechnik/Informatik, Univ. Kassel, Kassel, Germany, Kasseler Informatikschriften (KIS) 2008, 5, 2009.
    • (2008) Fachbereich 16: Elektrotechnik/Informatik , vol.5 , pp. 2009
    • Zapf, M.1    Weise, T.2
  • 16
    • 38049048973 scopus 로고    scopus 로고
    • Genetic programing techniques for sensor networks
    • Stuttgart, Germany: Universiẗat Stuttgart, Fakulẗat 5: Informatik, Elektrotechnik und Informationstechnik, Institut f̈ur Parallele und Verteilte Systeme
    • T. Weise and K. Geihs, "Genetic programing techniques for sensor networks," in 5. GI/ITG KuVS Fachgespr̈ach "Drahtlose Sensornetze". Stuttgart, Germany: Universiẗat Stuttgart, Fakulẗat 5: Informatik, Elektrotechnik und Informationstechnik, Institut f̈ur Parallele und Verteilte Systeme, 2006, pp. 21-25.
    • (2006) 5. GI/ITG KuVS Fachgespr̈ach "drahtlose Sensornetze" , pp. 21-25
    • Weise, T.1    Geihs, K.2
  • 22
    • 0001452538 scopus 로고    scopus 로고
    • Application of computational intelligence techniques in active networks
    • A. V. Vasilakos, K. G. Anagnostakis, and W. Pedrycz, "Application of computational intelligence techniques in active networks," Soft Comput.: A Fusion Found. Methodol. Applicat., vol. 5, no. 4, pp. 264-271, 2001. (Pubitemid 33324870)
    • (2001) Soft Computing , vol.5 , Issue.4 , pp. 264-271
    • Vasilakos, A.V.1    Anagnostakis, K.G.2    Pedrycz, W.3
  • 23
    • 32144455828 scopus 로고    scopus 로고
    • Metaheuristic approaches to traffic grooming in WDM optical networks
    • Y. Xu, S. Salcedo-Sanz, and X. Yao, "Metaheuristic approaches to traffic grooming in WDM optical networks," Int. J. Comput. Intell. Applicat., vol. 5, no. 2, pp. 231-249, 2005.
    • (2005) Int. J. Comput. Intell. Applicat. , vol.5 , Issue.2 , pp. 231-249
    • Xu, Y.1    Salcedo-Sanz, S.2    Yao, X.3
  • 24
    • 84859719346 scopus 로고    scopus 로고
    • Global optimization algorithms and their application to distributed systems
    • Univ. Kassel, Kassel, Germany, Kasseler Informatikschriften (KIS)
    • T. Weise, H. Skubch, M. Zapf, and K. Geihs, "Global optimization algorithms and their application to distributed systems," Fachbereich 16: Elektrotechnik/Informatik, Univ. Kassel, Kassel, Germany, Kasseler Informatikschriften (KIS) 2008, 3, 2008.
    • (2008) Fachbereich 16: Elektrotechnik/Informatik , vol.3 , pp. 2008
    • Weise, T.1    Skubch, H.2    Zapf, M.3    Geihs, K.4
  • 25
    • 84859725949 scopus 로고    scopus 로고
    • Editorial to the special issue on nature inspired approaches to networks and telecommunications
    • Y. Xu, S. Salcedo-Sanz, and X. Yao, "Editorial to the special issue on nature inspired approaches to networks and telecommunications," Int. J. Comput. Intell. Applicat., vol. 5, no. 2, pp. iii-viii, 2005.
    • (2005) Int. J. Comput. Intell. Applicat. , vol.5 , Issue.2
    • Xu, Y.1    Salcedo-Sanz, S.2    Yao, X.3
  • 26
    • 35248896938 scopus 로고    scopus 로고
    • Discovering simple fault-tolerant routing rules using genetic programming
    • I. M. A. Kirkwood, S. H. Shami, and M. C. Sinclair, "Discovering simple fault-tolerant routing rules using genetic programming," in Proc. ICANNGA, 1997.
    • (1997) Proc. ICANNGA
    • Kirkwood, I.M.A.1    Shami, S.H.2    Sinclair, M.C.3
  • 28
    • 84859718068 scopus 로고    scopus 로고
    • Optical mesh network topology design using node-pair encoding genetic programming
    • M. C. Sinclair, "Optical mesh network topology design using node-pair encoding genetic programming," in Proc. GECCO, vol. 2. 1999, pp. 1192-1197.
    • (1999) Proc. GECCO , vol.2 , pp. 1192-1197
    • Sinclair, M.C.1
  • 29
    • 0036608932 scopus 로고    scopus 로고
    • Assigning cells to switches in cellular mobile networks using taboo search
    • DOI 10.1109/TSMCB.2002.999810, PII S1083441902015479
    • S. Pierre and F. Hoúeto, "Assigning cells to switches in cellular mobile networks using taboo search," IEEE Trans. Syst. Man Cybern. Part B: Cybern., vol. 32, no. 3, pp. 351-356, Jun. 2002. (Pubitemid 34692407)
    • (2002) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.32 , Issue.3 , pp. 351-356
    • Pierre, S.1    Houeto, F.2
  • 30
    • 35248851166 scopus 로고    scopus 로고
    • A linear genetic programming approach to intrusion detection
    • Proc. Genet. Evol. Comput. Conf. Part II
    • D. X. Song, M. I. Heywood, and A. N. Zincir-Heywood, "A linear genetic programming approach to intrusion detection," in Proc. Genet. Evol. Comput. Conf. Part II, LNCS 2724. 2003, pp. 2325-2336.
    • (2003) LNCS , vol.2724 , pp. 2325-2336
    • Song, D.X.1    Heywood, M.I.2    Zincir-Heywood, A.N.3
  • 32
    • 70449752082 scopus 로고    scopus 로고
    • Comparing design of experiments and evolutionary approaches to multiobjective opti mization of sensornet protocols
    • May
    • J. Tate, B. Woolford-Lim, I. Bate, and X. Yao, "Comparing design of experiments and evolutionary approaches to multiobjective opti mization of sensornet protocols," in Proc. IEEE CEC, May 2009, pp. 1137-1144.
    • (2009) Proc. IEEE CEC , pp. 1137-1144
    • Tate, J.1    Woolford-Lim, B.2    Bate, I.3    Yao, X.4
  • 33
    • 0029239465 scopus 로고
    • Synthesis of protocol entities' specifications from service specifications in a Petri net model with registers
    • H. Yamaguchi, K. Okano, T. Higashino, and K. Taniguchi, "Synthesis of protocol entities' specifications from service specifications in a Petri net model with registers," in Proc. 15th ICDCS, 1995, pp. 510-517.
    • (1995) Proc. 15th ICDCS , pp. 510-517
    • Yamaguchi, H.1    Okano, K.2    Higashino, T.3    Taniguchi, K.4
  • 34
    • 84859710944 scopus 로고    scopus 로고
    • A method and a genetic algorithm for deriving protocols for distributed applications with minimum communication cost
    • K. El-Fakihy, H. Yamaguchi, and G. von Bochmann, "A method and a genetic algorithm for deriving protocols for distributed applications with minimum communication cost," in Proc. 11th IASTED Int. Conf. PDCS, 1999, pp. 863-868.
    • (1999) Proc. 11th IASTED Int. Conf. PDCS , pp. 863-868
    • El-Fakihy, K.1    Yamaguchi, H.2    Von Bochmann, G.3
  • 36
    • 0030647655 scopus 로고    scopus 로고
    • Evolving communicating agents based on genetic programming
    • Apr
    • H. Iba, T. Nozoe, and K. Ueda, "Evolving communicating agents based on genetic programming," in Proc. IEEE Int. CEC, Apr. 1997, pp. 297-302.
    • (1997) Proc. IEEE Int. CEC , pp. 297-302
    • Iba, H.1    Nozoe, T.2    Ueda, K.3
  • 38
    • 24644459853 scopus 로고    scopus 로고
    • Fraglets: A metabolistic execution model for communication protocols
    • C. F. Tschudin, "Fraglets: A metabolistic execution model for communication protocols," in Proc. 2nd Annu. Symp. AINS, 2003.
    • (2003) Proc. 2nd Annu. Symp. AINS
    • Tschudin, C.F.1
  • 39
    • 33745658087 scopus 로고    scopus 로고
    • Experiments on the automatic evolution of protocols using genetic programming
    • Proc. Revised Sel. Papers From 2nd IFIP WAC
    • L. A. R. Yamamoto and C. F. Tschudin, "Experiments on the automatic evolution of protocols using genetic programming," in Proc. Revised Sel. Papers From 2nd IFIP WAC, LNCS 3854/2006. 2005, pp. 13-28.
    • (2005) LNCS , vol.3854 , Issue.2006 , pp. 13-28
    • Yamamoto, L.A.R.1    Tschudin, C.F.2
  • 40
    • 84859729143 scopus 로고    scopus 로고
    • Experiments on the automatic evolution of protocols using genetic programming
    • Comput. Sci. Dept., Comput. Netw. Group, Univ. Basel, Basel, Switzerland
    • L. A. R. Yamamoto and C. F. Tschudin, "Experiments on the automatic evolution of protocols using genetic programming," Comput. Sci. Dept., Comput. Netw. Group, Univ. Basel, Basel, Switzerland, Tech. Rep. CS-2005-002, 2005.
    • (2005) Tech. Rep. CS-2005-002
    • Yamamoto, L.A.R.1    Tschudin, C.F.2
  • 43
    • 48749091969 scopus 로고    scopus 로고
    • Applying digital evolution to the development of self-adaptive ULS systems (position paper)
    • P. K. McKinley, B. H. C. Cheng, and C. A. Ofria, "Applying digital evolution to the development of self-adaptive ULS systems (position paper)," in Proc. Int. Workshop Softw. Technol. ULS, 2007, p. 3.
    • (2007) Proc. Int. Workshop Softw. Technol. ULS , pp. 3
    • McKinley, P.K.1    Cheng, B.H.C.2    Ofria, C.A.3
  • 44
    • 1842454622 scopus 로고    scopus 로고
    • Avida: A software platform for research in computational evolutionary biology
    • C. A. Ofria and C. O. Wilke, "Avida: A software platform for research in computational evolutionary biology," Artif. Life, vol. 10, no. 2, pp. 191-229, 2004.
    • (2004) Artif. Life , vol.10 , Issue.2 , pp. 191-229
    • Ofria, C.A.1    Wilke, C.O.2
  • 45
    • 84859723855 scopus 로고    scopus 로고
    • Evolution of leader election in populations of self-replicating digital organisms
    • Dept. Comput. Sci., Michigan State Univ., East Lansing, MI
    • D. B. Knoester, P. K. McKinley, B. Beckmann, and C. A. Ofria, "Evolution of leader election in populations of self-replicating digital organisms," Dept. Comput. Sci., Michigan State Univ., East Lansing, MI, Tech. Rep. MSU-CSE-06-35, 2006.
    • (2006) Tech. Rep. MSU-CSE-06-35
    • Knoester, D.B.1    McKinley, P.K.2    Beckmann, B.3    Ofria, C.A.4
  • 51
    • 0031827525 scopus 로고    scopus 로고
    • The language of gene interaction
    • P. C. Phillips, "The language of gene interaction," Genetics, vol. 149, no. 3, pp. 1167-1171, 1998. (Pubitemid 28334514)
    • (1998) Genetics , vol.149 , Issue.3 , pp. 1167-1171
    • Phillips, P.C.1
  • 52
    • 24644433028 scopus 로고    scopus 로고
    • An algorithmic chemistry for Genetic Programming
    • Genetic Programming - 8th European Conference, EuroGP 2005, Proceedings
    • C. W. G. Lasarczyk and W. Banzhaf, "An algorithmic chemistry for genetic programming," in Proc. 8th EuroGP, LNCS, vol. 3447. 2005, pp. 1-12. (Pubitemid 41274009)
    • (2005) Lecture Notes in Computer Science , vol.3447 , pp. 1-12
    • Lasarczyk, C.W.G.1    Banzhaf, W.2
  • 53
    • 57349150181 scopus 로고    scopus 로고
    • Memory with memory: Soft assignment in genetic programming
    • N. F. McPhee and R. Poli, "Memory with memory: Soft assignment in genetic programming," in Proc. GECCO, 2008, pp. 1235-1242.
    • (2008) Proc. GECCO , pp. 1235-1242
    • McPhee, N.F.1    Poli, R.2
  • 54
    • 2542568985 scopus 로고    scopus 로고
    • Homologous crossover in genetic programming
    • F. D. Francone, M. Conrads, W. Banzhaf, and P. Nordin, "Homologous crossover in genetic programming," in Proc. GECCO, vol. 2. 1999, pp. 1021-1026.
    • (1999) Proc. GECCO , vol.2 , pp. 1021-1026
    • Francone, F.D.1    Conrads, M.2    Banzhaf, W.3    Nordin, P.4
  • 56
    • 23144437136 scopus 로고    scopus 로고
    • A theory of emergent computation based on cooperative self-organization for adaptive artificial systems
    • M.-P. Gleizes, V. Camps, and P. Glize, "A theory of emergent computation based on cooperative self-organization for adaptive artificial systems," in Proc. 4th Eur. Congr. Syst. Sci., 1999.
    • (1999) Proc. 4th Eur. Congr. Syst. Sci
    • Gleizes, M.-P.1    Camps, V.2    Glize, P.3
  • 58
    • 0025538320 scopus 로고
    • Using genetic algorithms for supervised concept learning
    • Nov
    • W. M. Spears and K. A. De Jong, "Using genetic algorithms for supervised concept learning," in Proc. Int. IEEE Conf. TAI, Nov. 1990, pp. 335-341.
    • (1990) Proc. Int IEEE Conf. TAI , pp. 335-341
    • Spears, W.M.1    De Jong, K.A.2
  • 59
    • 0037500141 scopus 로고    scopus 로고
    • Evolution by gene duplication: An update
    • DOI 10.1016/S0169-5347(03)00033-8
    • J. Zhang, "Evolution by gene duplication: An update," Trends Ecol. Evol., vol. 18, no. 6, pp. 292-298, 2003. (Pubitemid 36631749)
    • (2003) Trends in Ecology and Evolution , vol.18 , Issue.6 , pp. 292-298
    • Zhang, J.1
  • 60
    • 84859704979 scopus 로고    scopus 로고
    • Evolvability and acceleration in evolutionary computation
    • Dept. Comput. Sci., Memorial Univ., St. John's, Canada
    • T. Hu and W. Banzhaf, "Evolvability and acceleration in evolutionary computation," Dept. Comput. Sci., Memorial Univ., St. John's, Canada, Tech. Rep. MUN-CS-2008-04, 2008.
    • (2008) Tech. Rep. MUN-CS-2008-04
    • Hu, T.1    Banzhaf, W.2
  • 61
    • 0028553346 scopus 로고
    • Turing completeness in the language of genetic programming with indexed memory
    • Jun
    • A. Teller, "Turing completeness in the language of genetic programming with indexed memory," in Proc. 1st IEEE Conf. Evol. Comput. World Congr. Comput. Intell., Jun. 1994, pp. 136-141.
    • (1994) Proc. 1st IEEE Conf. Evol. Comput. World Congr. Comput. Intell. , pp. 136-141
    • Teller, A.1
  • 62
    • 79953270413 scopus 로고    scopus 로고
    • Evolving turing complete representations
    • Jul
    • J. R. Woodward, "Evolving turing complete representations," in Proc. IEEE CEC, vol. 2. Jul. 1999, pp. 830-837.
    • (1999) Proc. IEEE CEC , vol.2 , pp. 830-837
    • Woodward, J.R.1
  • 63
    • 44849139180 scopus 로고
    • Genetic programming for pedestrians
    • W. Banzhaf, "Genetic programming for pedestrians," in Proc. 5th ICGA, 1993, pp. 17-21.
    • (1993) Proc. 5th ICGA , pp. 17-21
    • Banzhaf, W.1
  • 67
    • 56649121350 scopus 로고    scopus 로고
    • Section 1: Science, new paradigms. Subsection 1: A scientific foundation for digital ecosystems
    • Office for Official Publications of the European Communities, Luxembourg
    • P. Dini, "Section 1: Science, new paradigms. Subsection 1: A scientific foundation for digital ecosystems," in Digital Business Ecosystems. Office for Official Publications of the European Communities, Luxembourg, 2007.
    • (2007) Digital Business Ecosystems
    • Dini, P.1
  • 68
    • 57349195561 scopus 로고    scopus 로고
    • A tunable model for multiobjective, epistatic, rugged, and neutral fitness landscapes
    • T. Weise, S. Niemczyk, H. Skubch, R. Reichle, and K. Geihs, "A tunable model for multiobjective, epistatic, rugged, and neutral fitness landscapes," in Proc. GECCO, 2008, pp. 795-802.
    • (2008) Proc. GECCO , pp. 795-802
    • Weise, T.1    Niemczyk, S.2    Skubch, H.3    Reichle, R.4    Geihs, K.5
  • 71
    • 0018465825 scopus 로고
    • Improved algorithm for decentralized extrema-finding in circular configurations of processes
    • DOI 10.1145/359104.359108
    • E. Chang and R. Roberts, "An improved algorithm for decentralized extrema-finding in circular configurations of processes," Commun. ACM, vol. 22, no. 5, pp. 281-283, 1979. (Pubitemid 9461372)
    • (1979) Commun ACM , vol.22 , Issue.5 , pp. 281-283
    • Chang Ernest1    Roberts Rosemary2
  • 74
    • 0017996760 scopus 로고
    • Time, clocks, and the ordering of events in a distributed system
    • DOI 10.1145/359545.359563
    • L. Lamport, "Time, clocks, and the ordering of events in a distributed system," Commun. ACM, vol. 21, no. 7, pp. 558-565, 1978. (Pubitemid 8615486)
    • (1978) Communications of the ACM , vol.21 , Issue.7 , pp. 558-565
    • Lamport Leslie1
  • 75
    • 0019439018 scopus 로고
    • Optimal algorithm for mutual exclusion in computer networks
    • DOI 10.1145/358527.358537
    • G. Ricart and A. K. Agrawala, "An optimal algorithm for mutual exclusion in computer networks," Commun. ACM, vol. 24, no. 1, pp. 9-17, 1981. (Pubitemid 11466095)
    • (1981) Communications of the ACM , vol.24 , Issue.1 , pp. 9-17
    • Ricart Glenn1    Agrawala Ashok, K.2
  • 76
    • 0022069122 scopus 로고
    • Root n algorithm for mutual exclusion in decentralized systems
    • DOI 10.1145/214438.214445
    • M. Maekawa, "A √ N algorithm for mutual exclusion in decentralized systems," ACM Trans. Comput. Syst., vol. 3, no. 2, pp. 145-159, 1985. (Pubitemid 15608525)
    • (1985) ACM Transactions on Computer Systems , vol.3 , Issue.2 , pp. 145-159
    • Maekawa Mamoru1
  • 77
    • 33947240902 scopus 로고    scopus 로고
    • Ph.D. dissertation School Comput. Sci., Univ. St. Andrews, St Andrews, Scotland, U.K
    • N. R. Paterson, "Genetic programming with context-sensitive grammars," Ph.D. dissertation, School Comput. Sci., Univ. St. Andrews, St Andrews, Scotland, U.K., 2002.
    • (2002) Genetic Programming with Context-sensitive Grammars
    • Paterson, N.R.1
  • 78
    • 84859711968 scopus 로고    scopus 로고
    • Novel loop structures and the evolution of mathematical algorithms
    • to be published
    • M. Wan, T. Weise, and K. Tang, "Novel loop structures and the evolution of mathematical algorithms," in Proc. 14th EuroGP, 2011, to be published.
    • (2011) Proc. 14th EuroGP
    • Wan, M.1    Weise, T.2    Tang, K.3
  • 79
    • 55749105514 scopus 로고    scopus 로고
    • Evolutionary manyobjective optimization: A short review
    • Jun
    • H. Ishibuchi, N. Tsukamoto, and Y. Nojima, "Evolutionary manyobjective optimization: A short review," in Proc. IEEE CEC, Jun. 2008, pp. 2424-2431.
    • (2008) Proc. IEEE CEC , pp. 2424-2431
    • Ishibuchi, H.1    Tsukamoto, N.2    Nojima, Y.3
  • 80
    • 0012408329 scopus 로고    scopus 로고
    • Massively parallel genetic programming
    • Cambridge, MA: MIT Press/ Stanford University
    • H. Juilĺe and J. B. Pollack, "Massively parallel genetic programming," in Advances in Genetic Programming II. Cambridge, MA: MIT Press/Stanford University, 1996, pp. 339-358.
    • (1996) Advances in Genetic Programming II , pp. 339-358
    • Juilĺe, H.1    Pollack, J.B.2
  • 81
    • 44849126651 scopus 로고    scopus 로고
    • A SIMD interpreter for genetic programming on GPU graphics cards
    • Dept. Math. Biol. Sci., Univ. Essex, Colchester, Essex, U.K
    • W. B. Langdon, "A SIMD interpreter for genetic programming on GPU graphics cards," Dept. Math. Biol. Sci., Univ. Essex, Colchester, Essex, U.K., Comput. Sci. Tech. Rep. CSM-470, 2007.
    • (2007) Comput. Sci. Tech. Rep. CSM-470
    • Langdon, W.B.1
  • 83
    • 65549137938 scopus 로고    scopus 로고
    • Combining genetic programming and model-driven development
    • T. Weise, M. Zapf, M. U. Khan, and K. Geihs, "Combining genetic programming and model-driven development," Int. J. Comput. Intell. Applicat., vol. 8, no. 1, pp. 37-52, 2009.
    • (2009) Int. J. Comput. Intell. Applicat. , vol.8 , Issue.1 , pp. 37-52
    • Weise, T.1    Zapf, M.2    Khan, M.U.3    Geihs, K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.