Genetic doping algorithm (GenD): Theory and applications

Expert Systems

Volumn 21, Issue 2, 2004, Pages 63-79

  Buscema, Massimo ^a  

^a Semeion centro ricerche di scienze della communicazione   (Italy)

Author keywords

Biodiversity; Evolutionary algorithms; Genetic algorithms

Indexed keywords

ALGORITHMS; BIODIVERSITY; EVOLUTIONARY ALGORITHMS; FEEDBACK; OPTIMIZATION; POPULATION STATISTICS; PROBABILITY; PROBLEM SOLVING; RISK ASSESSMENT; STABILITY;

CROSSOVER; GENETIC OPERATORS; RECOMBINATION CRITERION; VULNERABILITY CRITERION;

GENETIC ALGORITHMS;

EID: 2942607503     PISSN: 02664720     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1468-0394.2004.00264.x     Document Type: Article

References (39)

1. DAVIS, L. (1991) Handbook of Genetic Algorithms, New York: Van Nostrand Reinhold.
2. ELDREDGE, N. (1995) The Great Debate at the High Table of Evolutionary Theory, New York: Wiley.
3. REETZ, B. (1993) Greedy solutions to the travelling sales persons problem, Advanced Technology for Developers, 2, 8-14.
4. SHOULTZ, J. (1999) Methodology review of nature preserve design, Research paper in Environmental/Social Systems Analysis, Department of Geography Graduate Program, University of Iowa.
5. TODD, P. and G.F. MILLER (1997) Biodiversity through sexual selection, in Artificial Life V. Proceedings of the Fifth International Workshop on the Synthesis and Simulation of Living Systems, C.G. Langton and K. Shimohara (eds), Cambridge, MA: MIT Press, Bradford, 289-299.
6. TÓTH, G.J. and A. LÓRINCZ (1995) Genetic algorithm with migration on topology conserving maps, Neural Network World, 2, 171-181.
7. ACKLEY, D.H. (1987) Connectionist Machine for Genetic Hillclimbing, Boston, MA: Kluwer.
8. BOVET, D.P. and P.L. CRESCENZI (1992) Teoria della Complessità Computazionale [Theory of Computational Complexity], Milan: Franco Angeli.
9. BUSCEMA, M. (2000) Genetic doping algorithm (GenD), Semeion Technical Paper 22e, Rome.
10. BUSCEMA, M. and SEMEION GROUP (1999a) Reti Neurali Artificiali e Sistemi Sociali Complessi, Vol. I: Teoria e Modelli [Artificial Neural Networks and Social Complex Systems, Theory and Models], Milan: Franco Angeli.
11. BUSCEMA, M. and SEMEION GROUP (1999b) Reti Neurali Artificiali e Sistemi Sociali Complessi, Vol. II: Applicazioni [Artificial Neural Networks and Social Complex Systems, Applications], Milan: Franco Angeli.
12. CAUDIL, H. and C. BUTLER (1990) Naturally Intelligent Systems, Cambridge, MA: MIT Press.
13. CHALMERS, D.J. (1990) The Evolution of Learning: An Experiment in Genetic Connectionism, in Connectionist Models, Proceedings of the 1990 Summer School, D.S. Touretzky (ed.), San Mateo, CA: Morgan Kaufmann.
14. DAGLI, C.H. and S. SITTISATHANCHAI (1993) Genetic neuroschedular for job shop scheduling, Computers and Industrial Engineering, 25, 267-270.
15. DAVIS, L. (1993) Parametrization with genetic algorithms, Advanced Technology for Developers, 2, 1-5.
16. DAWID, H. (1999) Adaptive Learning by Genetic Algorithms. Analytical Results and Applications to Economic Models, Heidelberg, New York: Springer.
17. DEBOECK, T. and G.J. DEBOECK (1992) Genetic optimization of neural nets for trading, Advanced Technology for Developers, 1, 1-9.
18. DETRANO, R., ET AL. (1989) International application of a new probability algorithm for the diagnosis of coronary artery disease, American Journal of Cardiology, 64, 304-310.
19. FRIEDRICH, C.M. and C. MORAGA (1997) Using genetic engineering to find modular structures and activation functions for architectures of artificial neural networks, in Computation Intelligence, Theory and Applications, Proceedings of the Fifth Fuzzy Days (LCNS 1226), University of Dortmund: Dortmund, 150-161.
20. GEN, M. and R. CHENG (1997) Genetic Algorithms and Engineering Design, New York: Wiley Interscience.
21. GOLDBERG, D.E. (1989) Genetic Algoritms in Search, Optimization and Machine Learning, Reading, MA: Addison-Wesley.
22. GOLDBERG, D.E. (1993) Making genetic algoritms fly, Advanced Technology for Developers, 2, 1-8.
23. HARP, S.A., T. SAMAD and A. GUHA (1990) Designing application-specific neural networks using the genetic algorithm, in Connectionist Models, Proceedings of the 1990 Summer School, D.S. Touretzky (ed.), San Mateo, CA: Morgan Kaufmann.
24. KLIMASAUSKAS, C.C. (1993a) Genetic Algorithm optimizes 100-city route in 21 minutes on a PC!, Advanced Technology for Developers, 2, 9-17.
25. KLIMASAUSKAS, C.C. (1993b) Simulated annealing and the traveling salesperson problem, Advanced Technology for Developers, 2, 6-16.
26. KOSKO, B. (1993) Fuzzy Thinking. The New Science of Fuzzy Logic, Hyperion/Disney Books.
27. KOZA, J.R. (1992) Genetic Programming on the Programming of Computers by Means of Natural Selection, Cambridge, MA: MIT Press, Bradford.
28. MILLER, G.F. and P.M. TODD (1990) Exploring adaptive agency I: Theory and methods for simulating the evolution of learning, in Connectionist Models, Proceedings of the 1990 Summer School, D.S. Touretzky (ed.), San Mateo, CA: Morgan Kaufmann.
29. MITCHELL, M. (1996) An Introduction to Genetic Algorithms, Cambridge, MA: MIT Press.
30. NOLFI, S. (1995) 'Genotypes' for neural networks, in The Handbook of Brain Theory and Neural Networks, M.A. Arbib (ed.), Cambridge, MA: MIT Press, Bradford.
31. QUAGLIARELLA, D., J. PERIAUX, C. POLANI and G. WINTER (eds) (1998) Genetic Algorithms and Evolution Strategies in Engineering and Computer Science, New York: Wiley.
32. QUINLAN, P.T. (1987) Simplifying decision trees, Journal of Man-Machine Studies, 27, 221-234.
33. QUINLAN, P.T. (1992) C4.5: Programs for Machine Learning, San Mateo, CA: Morgan Kaufmann.
34. RAO, S.S. (1996) Engineering Optimization. Theory and Practice, New York: Wiley Interscience.
35. RAWLING, G. (1991) Foundations of Genetic Algorithms, San Mateo, CA: Morgan Kaufmann.
36. ROGERS, D. (1990) Predicting weather using a genetic memory: a combination of Kanerva's sparse distributed memory with Holland's genetic algorithms, in Connectionist Models, Proceedings of the 1990 Summer School, D.S. Touretzky (ed.), San Mateo, CA: Morgan Kaufmann.
37. Touretzky, D.S. (ed.) (1999) Advances in Neural Information Processing Systems, Vol. 2, San Mateo, CA: Morgan Kaufmann.
38. Whitley, L.D. (ed.) (1993) Foundation of Genetic Algorithms 2, San Mateo, CA: Morgan Kaufmann.
39. Whitley, L.D. and M.D. Vose (eds) (1995) Foundation of Genetic Algorithms 3, San Mateo, CA: Morgan Kaufmann.