PUBLICATIONS RELATED TO EVOLUTIONARY COMPUTATION David B. Fogel Natural Selection, Inc. 1591 Calle De Cinco La Jolla, CA 92037 fogel@sunshine.ucsd.edu Refereed Journals Fogel DB (1988) "An Evolutionary Approach to the Traveling Salesman Problem," Biological Cybernetics, Vol. 6:2, pp. 139-144. Fogel DB and Atmar JW (1990) "Comparing Genetic Operators with Gaussian Mutations in Simulated Evolutionary Processes Using Linear Systems," Biological Cybernetics, Vol. 63:2, pp. 111-114. Fogel DB, Fogel LJ, and Porto VW (1990) "Evolving Neural Networks," Biological Cybernetics, Vol. 63:6, pp. 487-493. Fogel DB (1991) "The Evolution of Intelligent Decision-Making in Gaming," Cybernetics and Systems, Vol. 22, pp. 223-236. Fogel DB (1992) "Using Evolutionary Programming for Modeling: An Ocean Acoustic Example," IEEE J. on Oceanic Engineering, Vol. 17:4, pp. 333-340. Fogel DB (1993) "Applying Evolutionary Programming to Selected Traveling Salesman Problems," Cybernetics and Systems, Vol. 24, pp. 27-36. Fogel DB (1993) "Evolving Behaviors in the Iterated Prisoner's Dilemma," Evolutionary Computation, Vol. 1:1, pp. 77-97. Fogel DB (1994) "An Introduction to Simulated Evolutionary Optimization," IEEE Trans. on Neural Networks: Special Issue on Evolutionary Computation, D.B. Fogel and L.J. Fogel (eds.), Vol. 5:1, pp. 3-14. Fogel DB (1994) "Applying Evolutionary Programming to Selected Control Problems," Comp. Math. Appl., Vol. 27:11, pp. 89-104. Fogel DB and Stayton LC (1994) "On the Effectiveness of Crossover in Simulated Evolutionary Optimization," BioSystems, Vol. 32:3, pp. 171-182. Fogel DB (1994) "Evolutionary Programming: An Introduction and Some Current Directions," Stat. and Comp., Vol. 4, pp. 113-129. Fogel DB (1994) "Asymptotic Convergence Properties of Genetic Algorithms and Evolutionary Programming: Analysis and Experiments," Cybernetics and Systems, Vol. 25:3, pp. 389-407. Fogel LJ, Angeline PJ, and Fogel DB (1994) "A Preliminary Investigation on Extending Evolutionary Programming to Include Self-Adaptation on Finite State Machines," Informatica, in press. Fogel GB and Fogel DB (1994) "Continuous Evolutionary Programming: Analysis and Experiments," Cybernetics and Systems, in press. Books Fogel DB (1991) System Identification through Simulated Evolution: A Machine Learning Approach to Modeling, Ginn Press, a division of Simon and Schuster, Needham, Mass. Fogel DB (1995) Evolutionary Computation: Toward a New Philosophy of Machine Intelligence, IEEE Press, Piscataway, NJ, in press. Edited Volumes Fogel DB and Atmar W (editors) (1992) Proc. of the First Annual Conference on Evolutionary Programming, Evolutionary Programming Society, La Jolla, CA. Fogel DB and Atmar W (editors) (1993) Proc. of the Second Annual Conference on Evolutionary Programming, Evolutionary Programming Society, La Jolla, CA. Thesis and Dissertation Fogel DB (1990) "System Identification through Simulated Evolution," Master's Thesis, UCSD. Fogel DB (1992) "Evolving Artificial Intelligence," Doctoral Dissertation, UCSD Conferences Fogel DB and Fogel LJ (1988) "Route Optimization Through Evolutionary Programming," Proc. of 22nd Asilomar Conference on Signals, Systems & Computers, Pacific Grove, CA, pp. 679-680. Fogel DB (1989) "Evolutionary Programming for Voice Feature Analysis," Proc. of 23rd Asilomar Conference on Signals, Systems & Computers, Pacific Grove, CA, pp. 381-383. Fogel DB (1990) "A Parallel Processing Approach to a Multiple Traveling Salesman Problem Using Evolutionary Programming," Proc. of the Fourth Annual Symposium on Parallel Processing, Fullerton, CA, pp. 318-326. Fogel DB and Fogel LJ (1990) "Optimal Routing of Multiple Autonomous Underwater Vehicles through Evolutionary Programming," Proc. of Symp. on Autonomous Underwater Vehicle Technology, Wash. DC, pp. 44-47. Fogel DB, Fogel LJ, and Porto VW (1990) "Evolutionary Programming for Training Neural Networks," Proc. of the Intern. Joint Conf. on Neural Networks, 1990, San Diego, pp. 601-605. Fogel DB (1990) "Simulated Evolution: A 30-Year Perspective," Proc. of 24th Asilomar Conference on Signals, Systems & Computers, RR Chen (ed.), Vol. 2, Pacific Grove, CA, pp. 1009-1014. Sebald AV and Fogel DB (1990) "Design of SLAYR Neural Networks Using Evolutionary Programming," Proc. of 24th Asilomar Conference on Signals Systems & Computers, RR Chen (ed.), Vol. 2, Pacific Grove, CA, pp. 1020-1024. Fogel DB (1990) "Evolutionary System Identification and Control," IECON90, Proc. of 16th Annual Conf. of the IEEE Industrial Electronics Society, A.C. Weaver (ed.), Pacific Grove, CA, pp. 1271-1274. Fogel DB, Fogel LJ, and Porto VW (1991) "Evolutionary Methods for Training Neural Networks," Proc. of Conf. on Neural Networks for Ocean Engineering, Wash. DC, pp. 317-328. Fogel DB (1991) "Evolutionary Modeling of Underwater Acoustics," Proc. of OCEANS91, Vol. 1, Honolulu, HI, pp. 453-457. Fogel DB, Fogel LJ, and Atmar JW (1991) "Meta-Evolutionary Programming," Proc. of 25th Asilomar Conference on Signals, Systems and Computers, RR Chen (ed.), Pacific Grove, CA, pp. 540-545. Fogel DB (1992) "An Evolutionary Approach to Representation Design," Proc. of the First Annual Conf. on Evolutionary Programming, DB Fogel and W Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 163-168. Fogel DB (1992) "A Brief History of Simulated Evolution," Proc. of the First Annual Conf. on Evolutionary Programming, DB Fogel and W Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 1-16. Fogel DB (1992) "An Analysis of Evolutionary Programming," Proc. of the First Annaul Conference on Evolutionary Programming, DB Fogel and W Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 43-51. Fogel DB, Fogel LJ, Atmar JW and Fogel GB (1992) "Hierarchic Methods of Evolutionary Programming," Proc. of the First Annual Conf. on Evolutionary Programming, DB Fogel and W Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 175-182. Sebald AV and Fogel DB (1992) "Design of Fault-Tolerant Neural Networks for Pattern Classification," Proc. of the First Annual Conf. on Evolutionary Programming, DB Fogel and W Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 90-99. Sebald AV, Schlenzig J, and Fogel DB (1992) "Minimax Design of CMAC Encoded Neural Controllers for Systems with Variable Time Delay," Proc. of the First Annual Conf. on Evolutionary Programming, DB Fogel and W Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 120-126. Fogel DB (1992) "Evolutionary Optimization," Proc. of the 26th Asilomar Conf. on Signals, Systems and Computers, RR Chen (ed.), Pacific Grove, CA, pp. 409- 414. Fogel DB (1993) "On the Philosophical Differences between Evolutionary Algorithms and Genetic Algorithms," Proc. of the Second Annual Conf. on Evolutionary Programming, D.B. Fogel and W. Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 23-29. Fogel DB and Simpson PK (1993) "Experiments with Evolving Fuzzy Clusters," Proc. of the Second Annual Conf. on Evolutionary Programming, DB Fogel and W Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 90-97. Fogel DB (1993) "Empirical Estimation of the Comptutation Required to Discover Solutions to the Traveling Salesman Problem Using Evolutionary Programming," Proc of the Second Ann. Conf. on Evolutionary Programming, DB Fogel and W Atmar (eds.), Evolutionary Programming Society, La Jolla, CA, pp. 56-61. Fogel DB (1993) "Using Evolutionary Programming to Construct Neural Networks that are Capable of Playing Tic-Tac-Toe," Intern. Conf. on Neural Networks 1993, IEEE, San Francisco, CA, pp. 875-880. Fogel DB and Simpson PK (1993) "Evolving Fuzzy Clusters," Intern. Conf. on Neural Networks 1993, IEEE, San Francisco, CA, pp. 1829-1834. Fogel DB (1993) "Evolutionary Computation," Proc. of Workshops of 1993 International Symp. Nonlinear Theory and Its Applications, S-I Amari (chair) Honolulu, HI, pp. 1-6. Fogel LJ, Fogel DB and Atmar W (1993) "Evolutionary Programming for ASAT Battle Management," Proc. of 27th Asilomar Conf. on Signals, Systems and Computers, A Singh (ed.), IEEE Comp. Soc. Press, Los Alamitos, CA, pp. 617- 621. Saravanan N and Fogel DB (1994) "Evolving Neurocontrollers using Evolutionary Programming," IEEE Conference on Evolutionary Computation, Vol. 1, IEEE Press, Piscataway, NJ, pp. 217-222. Fogel DB and Harrald PG (1994) "Evolving Continuous Behaviors in the Iterated Prisoner's Dilemma," Proc. of the Third Ann. Conf. on Evolutionary Programming, AV Sebald and LJ Fogel (eds.), World Scientific Publishers, River Edge, NJ, pp. 119-130. Brotherton TW, Simpson PK, Fogel DB, Pollard T (1994) "Classifier Design Using Evolutionary Programming," Proc. of the Third Ann. Conf. on Evolutionary Programming, AV Sebald and LJ Fogel (eds.), World Scientific Publishers, River Edge, NJ, pp. 68-75. Saravanan N and Fogel DB (1994) "Learning Strategy Parameters in Evolutionary Programming: An Empirical Study," Proc. of the Third Ann. Conf. on Evolutionary Programming, AV Sebald and LJ Fogel (Eds.), World Scientific Publishers, River Edge, NJ, pp. 269-280. Fogel DB and McDonnell JR (1994) "On-Line Learning and Control Using Evolutionary Programming," Intelligent Automation and Soft Computing: Trends in Research, Development and Applications, Vol. 1, M Jamshidi, CC Nguyen, R Lumis and J Yuh (eds.), TSI Press, Albuquerque, NM, pp. 473-479. Gehlhaar DK, Verkhivker GM, Rejto PA, Sherman CJ, Fogel DB, Fogel LJ, and Freer ST (1995) "Molecular Recognition of the Inhibitor AG-1343 by HIV-1 Protease: Conformationally Flexible Docking by Evolutionary Programming," Chemistry and Biology, Vol 2:5, 317-324. DB Fogel (1995) "A Comparison of Evolutionary Programming and Genetic Algorithms on Selected Constrained Optimization Problems," Simulation, Vol. 64:6, 399-406.