From: John Koza Date: Thu, 7 Oct 93 13:35:39 PDT Subject: annotated bibliography on genetic programming I'm in the process of compiling an annotated bibliography of published articles, technical reports, theses, conference papers, etc. on genetic programming for inclusion in my new book GENETIC PROGRAMMING 2. I've located the following items from well-known places, but no doubt have missed some things. Also, I have no way of knowing what is about to be published (e.g. accepted papers for upcoming conferences that are in the works). I would appreciate receiving a copy and complete citation of anything anyone has on the subject of genetic programming so that it can be included. Please send to John Koza Stanford University Computer Science Dept. Margaret Jacks Hall Stanford, CA 94305-2140 USA Thanks in advance for your assistance on this. The items that I have are as follows: Altenberg, Lee. The evolution of evolvability in genetic programming. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Andre, David. Automatically defined features: The simultaneous evolution of two-dimensional feature detectors and an algorithm for using them. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Andrews, Martin and Prager, Richard. Genetic programming for the acquisition of double auction market strategies. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Angeline, Peter J. Genetic programming and the emergence of intelligence. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Angeline, Peter J. and Pollack, Jordan B. The evolutionary induction of subroutines. Proceedings of the Fourteenth Annual Conference of the Cognitive Society. Hillsdale, NJ: Lawrence Earlbaum Associates Inc. Pages 236-241. 1992. Angeline, Peter J. and Pollack, Jordan B. Coevolving high-level representations. Technical report 92-PA-COEVOLVE. Laboratory for Artificial Intelligence. Ohio State University. July 1993a. Angeline, Peter J. and Pollack, Jordan B. Competitive environments evolve better solutions for complex tasks. In Forrest, Stephanie (editor). Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA: Morgan Kaufmann Publishers Inc. Pages 264-270. 1993b. Angeline, Peter J. and Pollack, Jordan B. ---ALIFE-3-BOOK--- 1994. Atkin, Marc and Cohen, Paul R. Genetic programming to learn an agent's monitoring strategy. Workshop on Learning Action Models. AAAI-93. July 1993. ---GET DETAILS--- Banzhaf, Wolfgang. Genetic programming for pedestrians. In Forrest, Stephanie (editor). Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA: Morgan Kaufmann Publishers Inc. Page 628. 1993. D'haeseleer, Patrik and Bluming, Jason. Effects of locality in individual and population evolution. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Gruau, Frederic. Genetic synthesis of Boolean neural networks with a cell rewriting developmental process. In Schaffer, J. D. and Whitley, Darrell (editors). Proceedings of the Workshop on Combinations of Genetic Algorithms and Neural Networks 1992. Los Alamitos, CA: The IEEE Computer Society Press. 1992a. Gruau, Frederic. Cellular encoding of Genetic Neural Networks. Technical report 92-21. Laboratoire de l'Informatique du Paralle(- --RISING ACCENT MARK---)lisme. Ecole Normale Supe(--- RISING ACCENT MARK---)rieure de Lyon. May 1992b. Gruau, Frederic. Genetic synthesis of modular neural networks. In Forrest, Stephanie (editor). Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA: Morgan Kaufmann Publishers Inc. Pages 318P325. 1993a. Gruau, Frederic. Grammatical inference with genetic search using cellular encoding. International Conference on Grammatical Inference, ---GET DETAILS--- 1993b. Gruau, Frederic. Genetic micro programming of neural networks. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Gruau, Frederic and Whitley, Darrell. Adding learning to the cellular development process: a comparative study. Technical report RR93-04. Laboratoire de l'Informatique du Paralle(--- RISING ACCENT MARK---)lisme. Ecole Normale Supe(--- RISING ACCENT MARK---)rieure de Lyon. 1993a. Gruau, Frederic and Whitley, Darrell. Adding learning to the cellular development process: a comparative study. Evolutionary Computation. Volume I. Number 3. 1993b. Handley, Simon. Automated learning of a detector for a-helices in protein sequences via genetic programming. In Forrest, Stephanie (editor). Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA: Morgan Kaufmann Publishers Inc. Pages 271-278. 1993a. Handley, Simon. The genetic planner: The automatic generation of plans for a mobile robot via genetic programming. Proceedings of the Eighth IEEE International Symposium on Intelligent Control. Pages 190-195. ---GET EDITORS NAMES--- 1993b. Handley, Simon. The automatic generation of plans for a mobile robot via genetic programming with automatically defined functions. In Proceedings of the 1993 International Simulation Technology Multiconference (SimTec '93). ---GET DETAILS--- 1993c. Handley, Simon. The automatic generation of plans for a mobile robot via genetic programming with automatically defined functions. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Iba, Hitoshi and Sato, Taisuke. Meta-level strategy learning for GA based on structured representation. In Proceedings of the Second Pacific Rim International Conference on Artificial Intelligence. Pages 548-554. 1992. Iba, Hitoshi, de Garis, Hugo, and Higuchi, Tetsuya. Evolutionary learning of predatory behaviors based on structured classifers. In Meyer, Jean-Arcady, Roitblat, Herbert L. and Wilson, Stewart W. (editors). From Animals to Animats 2: Proceedings of the Second International Conference on Simulation of Adaptive Behavior. Cambridge, MA: The MIT Press. 1993. Pages 384-392. Iba, Hitoshi, Kurita, Takio, de Garis, Hugo, and Sato, Taisuke. System identification using structured genetic algorithms. In Forrest, Stephanie (editor). Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA: Morgan Kaufmann Publishers Inc. Pages 279-286. 1993a. Iba, Hitoshi, deGaris, Hugh, and Sato, Taisuke. Solving identification problems by structured genetic algorithms. Technical report ETL-TR-93-17. Electrotechnical Laboratory, Japan. 1993b. Iba, Hitoshi, deGaris, Hugh, and Sato, Taisuke. Genetic programming using a minimum description length principle. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Jannink, Jan. Cracking and co-evolving randomizers. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Keith, Mike J. and Martin, Martin C. Genetic programming in C++: Implementation and design issues. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Kinnear, Kenneth E. Jr. Evolving a sort: Lessons in genetic programming. 1993 IEEE International Conference on Neural Networks, San Francisco. Piscataway, NJ: IEEE 1993. Volume 2. Pages 881-888. 1993a. Kinnear, Kenneth E. Jr. Generality and difficulty in genetic programming: Evolving a sort. In Forrest, Stephanie (editor). Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA: Morgan Kaufmann Publishers Inc. Pages 287P294. 1993b. Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994a. Kinnear, Kenneth E., Jr. Alternatives in automatic function definition: A comparison of performance. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994b. Massand, Brij. Optimizing confidence of text classification by evolution of symbolic expressions. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Nguyen, Thang and Huang, Thomas. Evolvable modeling: Structural adaptation through hierarchical evolution for 3-D model-based vision. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Nordin, Peter. A compiling genetic programming system that directly manipulates the machine code. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Oakley, Howard. Two scientific applications of genetic programming: Stack filters and non-linear equation fitting to chaotic data. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. O'Reilly, Una-May and Oppacher, Franz. An experimental perspective on genetic programming. In Maenner, Reinhard, and Manderick, Bernard (editors). Proceedings of the Second International Conference on Parallel Problem Solving from Nature. North Holland 1992. Reynolds, Craig W. An evolved vision-based behavioral model of coordinated group motion. In Meyer, Jean-Arcady, Roitblat, Herbert L. and Wilson, Stewart W. (editors). From Animals to Animats 2: Proceedings of the Second International Conference on Simulation of Adaptive Behavior. Cambridge, MA: The MIT Press. 1993. Pages 384-392. Reynolds, Craig W. Evolution of obstacle avoidance behavior: Using noise to promote robust solutions. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994a. Reynolds, Craig W. An evolved vision-based model of obstacle avoidance behavior. In Langton, Christopher (editor). Artificial Life III. To appear. 1994b. ---ALIFE-3-BOOK--- Ryan, Conor. Pygmies and civil servants. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Siegel, Eric. Using genetic programming for decision tree induction for natural language processing. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Sims, Karl. Artificial evolution for Computer Graphics. Computer Graphics. 25(4): 319P328. July 1991. 1991a. Sims, Karl. Panspermia. In Langton, Christopher G. (editor). Artificial Life II Video Proceedings. Addison-Wesley 1991a. 1991b. Sims, Karl. Interactive evolution of dynamical systems. In Varela, Francisco J., and Bourgine, Paul (editors). Toward a Practice of Autonomous Systems: Proceedings of the first European Conference on Artificial Life. Cambridge, MA: The MIT Press 1992. Pages 171-178. 1992a. Sims, Karl. Interactive evolution of equations for procedural models. In Proceedings of IMAGINA conference, Monte Carlo, January 29-31, 1992. 1992b. Sims, Karl. Interactive evolution of equations for procedural models. The Visual Computer. Volume 9. Pages 466-476. 1993a. Sims, Karl. Evolving Images. Lecture presented at Centre George Pompidou on March 4, 1993. Notebook. Number 5. Paris: Centre George Pompidou. 1993b. Spencer, Graham. Automatic generation of programs for crawling and walking. In Forrest, Stephanie (editor). Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA: Morgan Kaufmann Publishers Inc. Page 654. 1993. Spencer, Graham. Automatic generation of programs for crawling and walking. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Tackett, Walter Alden. Genetic programming for feature discovery and image discrimination. In Forrest, Stephanie (editor). Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA: Morgan Kaufmann Publishers Inc. Pages 303P309. 1993a. Tackett, Walter Alden. Genetic generation of dendritic trees for image classification. In Proceedings of the World Conference on Neural Networks, Portland, Oregon, July 1993. IEEE Press. 1993b. ---GET DETAILS--- Tackett, Walter Alden and Carmi, Aviram. Scalability, generalization, and breeding schemes in genetic programming: The donut problem. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Teller, Astro. The evolution of mental models. In Kinnear, Kenneth E. Jr. (editor). Advances in Genetic Programming. Cambridge: The MIT Press 1994. Thonemann, Ulrich W. Verbesserung des Simulated Annealing unter Anwendung Genetischer Programmierung am Beispiel des Diskreten Quadratischen Layoutproblems. Master's thesis, University of Paderborn, Germany. 1992.