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Original Articles

PARALLEL AND DISTRIBUTED EVOLUTIONARY COMPUTATION FOR FINANCIAL APPLICATIONS

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Pages 15-36 | Published online: 06 Apr 2007

References

  • D. Andre and J.R. Koza , Parallel genetic programming A scalable implementation using the transputer network architecture . In P. Angeline and K. Kinnear (Eds.) , Advances in Genetic Programming 2 , Cambridge , MA , The MIT Press , 1996 .
  • W. Banzhaf , P. Nordin , R.E. Keller and F.D. Francone , Genetic Programming, An Introduction . Morgan Kaufmann , San Francisco CA , 1998 .
  • S. Bhattacharyya , O.V. Pictet and G. Zumbach , Representationel semantics for genetic programming based learning in high-frequency financial data . In Genetic Programming 1998 Proceedings of the Third Annual Conference , pp. 11 – 16 , Morgan Kaufmann , 1998 .
  • J.P. Cohoon , S.U. Hedge , W.N. Martin and D. Richards , Punctuated equilibria A parallel genetic algorithm . In J.J. Grefenstette (Ed.) , Proceedings of the Second International Conference on Genetic Algorithms , p. 148 . Lawrence Erlbaum Associates , 1987 .
  • R.L. Keeney and H. Raiffa , Decision with Multiple Objectives Preferences and Value Trade Offs . John Wiley & Sons , New York , 1976 .
  • J.R. Koza , Genetic Programming . The MIT Press , Cambridge , Massachusetts , 1992 .
  • S.C. Lin , W.F. Punch and E.D. Goodman , Coarse-grain parallel genetic algorithms Categorization and a new approach . In Sixth IEEE SPDP , pp. 28 – 37 , 1994 .
  • A. Loraschi , A. Tettamanzi , M. Tomassini and P. Verda , Distributed genetic algorithms with an application to portfolio selection problems . In Proceedings of the International Conference on Artificial Neural Networks and Genetic Algorithms , pp. 384 – 384 , Wien , New York , Springer-Verlag , 1995 .
  • B. Manderick and P. Spiessens , Fine-grained parallel genetic algorithms . In J.D. Schaffer (Ed.) , Proceedings of the Third International Conference on Genetic Algorithms , p. 428 , Morgan Kaufmann , 1989 .
  • Z. Michalewicz , Genetic Algorithms + Data Structures = Evolution Programs . Springer- Verlag , Heidelberg , third ed. , 1996 .
  • Ulrich A. Müller , Indicators for trading systems . Internal document UAM.1989-08-10 , Olsen & Associates , Seefeldstrasse 233, CH-8008 Zurich , 1989 .
  • Ulrich A. Muller , Specially weighted moving averages with repeated application of the ema operator . Proprietary - Internal document UAM.1991-10-14 , Olsen & Associates , Seefeldstrasse 233, CH-8008 Zurich , 1991 .
  • D.J. Montana , Strongly typed genetic programming . Evolutionary Computation , 3 ( 2 ) 199 – 230 , 1995 .
  • H. Mühlenbein , M. Schomish and J. Born , The parallel genetic algorithm as a function optimizer. Parallel Computing , 17 619 – 632 , 1991 .
  • M. Munetomo , Y. Takai and Y. Sato , An efficient migration scheme for subpopulation-based ansynchronously parallel genetic algorithms . In S. Forrest (Ed.) , Proceedings of the Fifth International Conference on Genetic Algorithms , p. 649 , Morgan Kaufmann Publishers , San Mateo , California , 1993 .
  • P. Nangsue and S.E. Conry , An agent-oriented, massively distributed parallelization model of evolutionary algorithms . In J. Koza (Ed.) , Late Breaking Papers, Genetic Programming 1998 , pp. 160 – 168 , Stanford University , 1998 .
  • M. Oussaidene , B. Chopard , O. Pictet and M. Tomassini , Parallel genetic programming and its application to trading model induction . Parallel Computing , 23 1183–1198 , 1997 .
  • O.V. Pictet , M.M. Dacorogna , U.A. Muller , R.B. Olsen and J.R. Ward , Real-time trading models for foreign exchange rates . Neural Network World , 2 ( 6 ) 713 – 744 , 1992 .
  • T. Starkweather , D. Whitley and K. Mathias , Optimization using distributed genetic algorithms . In H.-P. Schwefel and R. Manner (Ed.) , Parallel Problem Solving from Nature , Vol. 496 of Lecture Notes in Computer Science , p. 176 , Heidelberg , Springer-Verlag , 1991 .
  • M. Tomassini , The parallel genetic cellular automata Application to global function optimization . In R.F. Albrecht, C.R. Reeves, and N.C. Steele (Ed.) , Proceedings of the International Conference on Artificial Neural Networks and Genetic Algorithms , pp. 385 – 391 , Springer-Verlag , 1993 .
  • D. Whitley , Cellular genetic algorithms . In S. Forrest (Ed.) , Proceedings of the Fifth International Conference on Genetic Algorithms , p. 658 . Morgan Kaufmann Publishers , San Mateo , California , 1993 .
  • ∗Corresponding author. Tel.: +41-21-6923589. Fax: +41-21-6923585. E-mail: [email protected].
  • †Present address: DAM - Dynamic Asset Management, Chemin des Tulipiers 9, 1208 Geneva. Switzerland.

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