--- ../EC/GA/papers/$Id: README,v 3.2 1996/01/08 09:49:44 joke Rel $ ************** *** 1991 *** ************** * icga91.ps.gz Thomas B\"ack, Frank Hoffmeister, and Hans-Paul Schwefel. A Survey of Evolution Strategies. In Belew and Booker [BB91], pages 2-9. * ilmenau91.ps.gz Thomas B\"ack. Optimization by Means of Genetic Algorithms. In K\"ohler [K\"oh91], pages 163-169. [K\"oh91] Eberhart K\"ohler, editor. 36. Internationales wissenschaftliches Kolloquium, Ilmenau, October 1991. Technische Universit\"at Ilmenau. ************** *** 1992 *** ************** * ecal92.ps.gz Thomas B\"ack. Self-Adaptation in Genetic Algorithms. In Proceedings of the 1st European Conference on Artificial Life, December 11-13, 1991, pages 263-271, Paris, France, 1992. MIT Press. * ecal92-2.ps.gz Frank Hoffmeister and Thomas B\"ack. Genetic Self-Learning. In Proceedings of the 1st European Conference on Artificial Life, December 11-13, 1991, pages 227-235, Paris, France, 1992. MIT Press. * ppsn92.ps.gz Thomas B\"ack. The Interaction of Mutation Rate, Selection, and Self-Adaptation Within a Genetic Algorithm. In M\"anner and Manderick [MM92], pages 85-94. [MM92] Reinhard M\"anner and Bernard Manderick, editors. Parallel Problem Solving from Nature 2. Elsevier Science Publishers, Amsterdam, 1992. * tcga92.ps.gz Robert E. Smith. Papers available from TCGA. * ml-dpe92.ps.gz Nici Schraudolph and Rick Belew. Dynamic Parameter Encoding in Genetic Algorithms. UCSD TR CS-90-175. Revised version that appeared in Machine Learning, 1992. ************** *** 1993 *** ************** * ai93.ps.gz Alberto Bertoni and Marco Dorigo. Implicit Parallelism in Genetic Algorithms. ICSI TR-93-001. * ftp://ftp.santafe.edu/pub/Users/mm/ga-hillclimb.ps.Z Melanie Mitchell and John H. Holland. When will a Genetic Algorithm outperform Hillclimbing? (SFI working paper) * icannga93.ps.gz Martin Mandischer. Representation and Evolution of Neural Networks, pp. 643--649, In: R.F. Albrecht and C.R. Reeves and N.C. Steele, Artificial Neural Nets and Genetic Algorithm Proceedings of the International Conference at Innsbruck, Austria, Springer, Wien and New York, ISBN 3-211-82459-6, 1993. * icga93.ps.gz Thomas B\"ack. Optimal mutation rates in genetic search. In S. Forrest, editor, Proceedings of the Fifth International Conference on Genetic Algorithms, pages 2-9. Morgan Kaufmann, San Mateo, CA, 1993. * icga93-2.ps.gz Hsiao-Lan Fang, Peter Ross, Dave Corne. A Promising Genetic Algorithm Approach to Job-Shop Scheduling, Rescheduling, and Open-Shop Scheduling Problems", in Proceedings of the Fifth International Conference on Genetic Algorithms, S. Forrest (ed), San Mateo: Morgan Kaufmann, 375-382, 1993. * ftp://ftp.santafe.edu/pub/Users/mm/sfi-93-11-072.ps.Z Melanie Mitchell, Stephanie Forrest. Genetic Algorithms and Artificial Life. (SFI working paper 93-11-072) * tutor93.ps.gz Darrel Whitley. A Genetic Algorithm Tutorial. Technical Report CS-93-103, March 10, 1993. Colorado State University. Published as: D. Whitley. A genetic algorithm tutorial. Statistics and Computing (1994) 4: 65-85. * over93.ps.gz David Beasley, David R. Bull, Ralph R. Martin. An Overview of Genetic Algortihms: Part 1, Fundamentals University Computing, 15(2) 58-69, 1993. [Suitable for beginners. Describes all the basic principles, and includes a comparison with other search methods. 49 references.] * over93-2.ps.gz David Beasley, David R. Bull, Ralph R. Martin. An Overview of Genetic Algortihms: Part 2, Research Topics University Computing, 15(4) 170-181, 1993. [Suitable for beginners and intermediates. Includes sections on crossover, reordering, epistasis, deception, naive evolution, non-binary representations, dynamic operator probabilities, niching, diploidy, and heuristics. 70 references.] * niche93.ps.gz David Beasley, David R. Bull, Ralph R. Martin. A Sequential Niche Technique for Multimodal Function Optimization Evolutionary Computation, 1(2) 101-125, 1993. [Describes a technique for locating all optima of a multimodal function. Involves repeatedly running a GA, each time locating one optimum, then "cancelling it out" of the fitness function before the next run. Describes measurement of GA performance statistics.] ************** *** 1994 *** ************** * sac94.ps.gz Sami Khuri, Thomas B\"ack, and J\"org Heik\"otter. The Zero/One Multiple Knapsack Problem and Genetic Algorithms. In Proceedings of the 1994 ACM Symposium on Applied Computing (SAC'94), 188--193. March 1994, Phoenix AZ, ACM Press, 1994. Genetic Algorithms and Optimization Track. * sac94-2.ps.gz Sami Khuri. Walsh and Haar Functions in Genetic Algorithms. In Proceedings of the 1994 ACM Symposium on Applied Computing (SAC'94). March 1994, Phoenix AZ, ACM Press, 1994. Genetic Algorithms and Optimization Track. * csc94.ps.gz Sami Khuri, Thomas B\"ack, and J\"org Heitk\"otter. An Evolutionary Approach to Combinatorial Optimization Problems. In Proceedings of the 1994 Computer Science Conference (CSC'94), 66--73. March 1994, Phoenix AZ, ACM Press, 1994. * csd94-834.ps.gz Ari Juels and Martin Wattenberg. Stachastic Hillclimbing as a Baseline Method for Evaluating Genetic Algorithms. Technical Report, UC Berkeley, ftp://tr-ftp.cs.berkeley.edu/pub/tech-reports/ csd/csd-94-834/csd-94-834.ps (relates to csc94.ps.gz !) * ieee94.ps.gz J.R. Filho, C. Alippi and P. Treleaven. Genetic Algorithm Programming Environments, to appear in IEEE Computer in the February/1994. ftp://bells.cs.ucl.ac.uk/papagena/game/docs/gasurvey.ps * pogo94.ps.gz Paul Fielding. Walsh and Partition Functions Made Easy. Presented as a poster at the 1994 AISB Workshop on Evolutionary Computing. * trees94.ps.gz Charles C. Palmer and Aaron Kershenbaum. Representing Trees in Genetic Algorithms. Presented at WCCI 1994. * canon94.ps.gz G. Rudolph. Convergence Analysis of Canonical Genetic Algorithms. IEEE Trans. on Neural Networks, special issue on EP, 1994. * ki94.ps.gz Sami Khuri and Thomas B\"ack. An Evolutionary Heuristic for the Maximum Vertex Cover Problem. Presented at KI94. * intro-greek94.ps.gz Spyros Kazarlis. Introduction to Genetic Algorithms. (In Greek language!) Aristotele University of Thesaloniki, Faculty of Engineering, Dept. of EE. ************** *** 1995 *** ************** * icannga95.ps.gz Sami Khuri, Martin Sch\"utz, and J\"org Heitk\"otter. Evolutionary Heuristics for the Bin Packing Problem. Published in the proceedings of ICANNGA '95 Int'l Conf on Artificial NNs and GAs, Apr 18-21. Ecole des Mines d'Ales, 6, avenue de Clavieres, 30319 Ales Cedex, France. * dga95.ps.gz Theodore C. Belding "The Distributed Genetic Algorithm Revisited" To appear in: Eshelman, D. (Ed.) (1995). Proceedings of the Sixth International Conference on Genetic Algorithms. San Francisco, CA: Morgan Kaufmann. ftp://xyz.lanl.gov/nlin-sys/adap-org/papers/9504/9504007 ************** *** 1996 *** ************** * gd96.ps.gz A.K.Frick et al. Inter'l Conf. on Graph Drawing, Berkeley 1996. -==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==- Please refer to the toplevel README file ../EC/README for further explanations. A handbook to this service is in ../EC/handbook. -==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-==-