ANNOUNCEMENT AND PRELIMINARY CALL FOR PAPERS IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION Forthcoming May, 1997 The IEEE Transactions on Evolutionary Computation will publish archival journal quality original papers in evolutionary computation and related areas, with particular emphasis on the practical application of the techniques to solving real problems in industry, medicine, and other disciplines. Specific techniques include but are not limited to evolution strategies, evolutionary programming, genetic algorithms, and associated methods of genetic programming and classifier systems. Papers emphasizing mathematical results should ideally seek to put these results in the context of algorithm design, however purely theoretical papers will be considered. Other papers in the areas of cultural algorithms, artificial life, molecular computing, evolvable hardware, and the use of simulated evolution to gain a better understanding of naturally evolved systems are also encouraged. Papers must conform to IEEE standard submission guidelines which are available in IEEE transactions (for example, see the IEEE Transactions on Neural Networks or the IEEE Transactions on Fuzzy Systems). Those wanting to receive an author's information booklet from the IEEE can request this at trans@ep.ieee.org. Six (6) hard copies of the manuscript should be sent to: David B. Fogel Editor-in-Chief IEEE Transactions on Evolutionary Computation c/o Natural Selection, Inc. 3333 N. Torrey Pines Ct., Suite 200 La Jolla, CA 92037 The editor-in-chief will be pleased to comment on the suitability of other submissions at the request of the authors. Further questions can be directed to dfogel@natural-selection.com (an email address of d.fogel@ieee.org is anticipated and will be announced shortly). Associate Editors L. Altenberg, R.W. Anderson, P.J. Angeline, T. Baeck, H.-G. Beyer, M. Conrad, D. Corne, M. Dorigo, R.C. Eberhart, A. Eiben, T. Fukuda, T. Furuhashi, R. Galar, H. Iba, G.F. Joyce, J.-H. Kim, H. Kitano, J.R. Koza, W.G. Macready, J.R. McDonnell, Z. Michalewicz, V. Nissen, V.W. Porto, N.J. Radcliffe, R.G. Reynolds, R.L. Riolo, M.M. Rizki, M. Schoenauer, H.-P. Schwefel, A.V. Sebald, R.E. Smith, C. Taylor, L. Tesfatsion, H.-M. Voigt, X. Yao