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Wolfgang Banzhaf, Peter Nordin, Robert E. Keller, and Frank D. Francone. Genetic Programming -- An Introduction. Morgan Kaufmann, 1998.

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Scalability Problems of Digital Circuit Evolution -.. - Vassilev, Miller (2000)   (2 citations)  (Correct)

.... of which can be traced back to earlier attempts of evolving electronic circuits [12, 18, 25, 16, 15] The computational model has some similarities with other graph based forms of Genetic Programming such as Parallel Distributed Genetic Programming proposed by [21] and represents a dataflow graph [2]. 2.1. The Evolutionary Algorithm The algorithm deals with a population of programs that are instances of a particular program. The population consists of genotypes. Initially the elements of the population are chosen at random. Once the fitness values of the genotypes are evaluated a ....

W. Banzhaf, P. Nordin, R. E. Keller, and F. D. Francone. Genetic Programming: An Introduction. Morgan Kaufmann, San Francisco, CA, 1998.


Is Genetic Programming a Sensible Research Direction for .. - Burke, Gustafson.. (2002)   (Correct)

....with discussing the applicability of genetic programming to automatic timetabling. Given that evolutionary algorithms and genetic algorithms have been successfully investigated for solving timetabling problems for many years[1] 2] 3] 4] 5] we are interested as to whether genetic programming[6], an evolutionary algorithm similar in some respects to genetic algorithms, would be suitable and bene cial for timetabling. The authors do not know the answer to this question but intend to explore and discuss it in the presentation. The eld of genetic programming mainly di ers from genetic ....

W. Banzhaf, P. Nordin, R. E. Keller, and F. D. Francone. Genetic Programming: An Introduction. Morgan Kaufmann, Inc., San Francisco, USA, 1998.


EuroGP'2001 Julian Miller, Marco Tomassini, Pier Luca.. - Andrea Tettamanzi And   Self-citation (Nordin)   (Correct)

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Banzhaf, W., Nordin, P., Keller, R. E., and Francone, F. D. (1997). Genetic Programming -- An Introduction. On the automatic evolution of computer programs and its applications. Morgan Kaufmann, San Fransisco, and d-punkt, Heidelberg.


EuroGP'2001 Julian Miller, Marco Tomassini, Pier Luca.. - Andrea Tettamanzi And   Self-citation (Nordin)   (Correct)

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Banzhaf, W., Nordin, P., Keller, R. E., and Francone, F. D. (1997). Genetic Programming -- An Introduction. On the automatic evolution of computer programs and its applications. Morgan Kaufmann, San Fransisco, and d-punkt, Heidelberg.


Repeated Sequences in Linear GP Genomes - Langdon, Banzhaf (2004)   Self-citation (Banzhaf)   (Correct)

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W. Banzhaf, P. Nordin, R. E. Keller, and F. D. Francone. Genetic Programming { An Introduction. Morgan Kaufmann, 1998.


Adaption of Operator Probabilities in Genetic - Programming Jens Niehaus   Self-citation (Banzhaf)   (Correct)

....from the areas of symbolic regression and classi cation we showed that the results in these cases were better than randomly chosen parameter sets and could compete with parameter sets chosen with empirical knowledge. 1 Introduction One of the characteristics of Genetic Programming (GP) [10, 5] is the enormous number of free parameters of the algorithm. As di erent problems require different parameter sets GP requires a lot of experience and knowledge on side of the user. In this work we are trying to reduce the number of free parameters. Our aim is to nd adaptive methods that result ....

Banzhaf, W., Nordin, P., Keller, R. E., Francone, F. D.: Genetic Programming: An Introduction. San Francisco, CA: Morgan Kaufmann, 1998


Evolving Hand-Eye Coordination for a Humanoid Robot with.. - Langdon, Norlin (2001)   Self-citation (Nordin)   (Correct)

....control capabilities [4] 3.1 Software Architecture The philosophy behind Elvis is that the software architecture should mainly build on evolutionary algorithms and specifically genetic programming. Evolution is thus used to induce programs, functions and symbolic rules for all levels of control [1, 3, 5]. Three hierarchical layers are used for control: Reactive Layer Model Building Layer Reasoning Layer 314 Fig. 1. The Elvis Humanoid Robot Reactive Layer The first layer is a reactive layer based on on line evolution of machine code. This method assumes that all fitness feedback is ....

Banzhaf, W., Nordin, P., Keller, R. E., and Francone, F. D. (1997). Genetic Programming -- An Introduction. On the automatic evolution of computer programs and its applications. Morgan Kaufmann, San Fransisco, and d-punkt, Heidelberg.


Automatic Generation of Control Programs for.. - Busch, Ziegler.. (2002)   Self-citation (Banzhaf)   (Correct)

....code will not be changed. Selection and Parallelized Fitness Computation The evaluation of control programs for walking robots in a physical simulation is computationally expensive. To save execution time of an evolutionary cycle we implemented a parallelized evaluation of tournaments (c.f. [3]) A number of crossover, mutation and reproduction tournaments T is scheduled (a tournament consists of a given number of individuals i) according to rates p c ,p m and p r . The list of tournaments is topologically sorted with respect to a partial order which is de ned as follows: T x T y ....

W. Banzhaf, P. Nordin, R Keller, and F. Francone. Genetic Programming | An Introduction. dpunkt/Morgan Kaufmann, Heidelberg/San Francisco, 1998.


AIM-GP and Parallelism - Peter Nordin Physical   Self-citation (Banzhaf Nordin Francone)   (Correct)

....performed as a string crossover between instructions while mutation switches instruction or selected bits within the instruction. In the experiments we use the PowerPC chip from Motorola and the original version of AIM GP without instruction blocks. For further details on AIM GP see (Nordin 1997, Banzhaf et al. . 1998, Nordin et al. 1999) 2.2 Hardware To connect several processors into a parallel computer is not a trivial task. Several different architectures exist. In our experiments we have used the Parsytec Power Explorer, one of the most widespread commercial systems. The power explorer is a MIMD ....

Banzhaf, W., Nordin, P. Keller, R. E., and Francone, F. D. (1998). Genetic Programming An Introduction. On the automatic evolution of computer programs and its applications. Morgan Kaufmann, San Francisco and dpunkt Verlag, Heidelberg.


Mapping Non-conventional Extensions of Genetic Programming - Langdon (2006)   (Correct)

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Wolfgang Banzhaf, Peter Nordin, Robert E. Keller, and Frank D. Francone. Genetic Programming -- An Introduction. Morgan Kaufmann, 1998.


Directing Crossover For Reduction Of Bloat In Gp - Terrio And Heywood   (Correct)

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W. Banzhaf, P. Nordin, R. E. Keller, & Frank D. Francone, Genetic Programming: An Introduction. San Fransisco, CA: Morgan Kaufmann, 1998.


Reusing Code in Genetic Programming - Edgar Galvan Lopez (2004)   (Correct)

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W. Banzhaf, P. Nordin, R. E. Keller, and F. D. Francone. Genetic Programming An Introduction. Morgan Kaufmann Publishiers, Inc, San Francisco, CA, 1998.


Strongly Typed Evolutionary Programming - Kennedy (1999)   (1 citation)  (Correct)

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Banzhaf, W., P. Nordin, R. E. Keller and F. D. Francone #1998#. Genetic Programming - An Introduction. Morgan Kaufmann Publishers. San Francisco, CA.


An Analysis of Diversity in Genetic Programming - Gustafson (2004)   (Correct)

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Banzhaf, W., Nordin, P., Keller, R. E., and Francone, F. D. (1998). Genetic Programming: An Introduction. Morgan Kaufmann, Inc., San Francisco, USA.


Memetic Algorithms for Combinatorial Optimization Problems.. - Merz (2001)   (8 citations)  (Correct)

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W. Banzhaf, P. Nordin, R. E. Keller, and F. D. Francone, Genetic Programming -- An Introduction. Morgan Kaufmann, 1998.


Genetic Programming for Data Classification: Refining the .. - Eggermont, Kok, Kosters (2003)   (Correct)

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W. Banzhaf, P. Nordin, R.E. Keller, and F.D. Francone. Genetic Programming: An Introduction. Morgan Kaufmann, 1998.


Particle Swarm Optimization for Integer Programming - Laskari, Parsopoulos, Vrahatis (2002)   (1 citation)  (Correct)

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W. Banzhaf, P. Nordin, R.E. Keller and F.D. Francone, Genetic Programming--An Introduction, Morgan Kaufmann: San Francisco, 1998.


Gödel Machines: Self-Referential Universal Problem Solvers.. - Schmidhuber (2003)   (Correct)

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W. Banzhaf, P. Nordin, R. E. Keller, and F. D. Francone. Genetic Programming { An Introduction. Morgan Kaufmann Publishers, San Francisco, CA, USA, 1998.


Evolving Goalkeeper Behaviours for Simulated Soccer Competition - Lazarus, Hu (2003)   (Correct)

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W. Banzhaf, P. Nordin, R. E. Keller, and F. D. Francone, "Genetic Programming An Introduction," Morgan Kaufmann Publishers, Inc., 1998, pp. 112.


Modeling Sparse Engine Test Data Using Genetic Programming - Yu, Rutherford   (Correct)

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Banzhaf, W., Nordin, P., Keller, R. and Francone, F. Genetic Programming: An Introduction. Morgan Kaufmann Publishers, Inc. San Francisco, CA. 1998.


Bias-Optimal Incremental Learning of Control.. - Schmidhuber..   (Correct)

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W. Banzhaf, P. Nordin, R. E. Keller, and F. D. Francone. Genetic Programming -- An Introduction. Morgan Kaufmann Publishers, San Francisco, CA, USA, 1998.


Particle Swarm Optimization for Minimax Problems - Laskari, Parsopoulos, Vrahatis (2002)   (Correct)

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W. Banzhaf, P. Nordin, R.E. Keller and F.D. Francone, Genetic Programming--An Introduction, Morgan Kaufmann: San Francisco, 1998.


Genetic Programming for Data Classification: Partitioning.. - Eggermont, Kok, al. (2004)   (Correct)

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W. Banzhaf, P. Nordin, R. Keller, and F. Francone. Genetic Programming: An Introduction. Morgan Kaufmann, 1998.


Differentiation of Phytophthora . . . - Day, al. (2002)   (Correct)

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Banzhaf, W. P., R. E. Nordin, Keller, and F. D. Francone. 1998. Genetic programming: An introduction. Morgan Kaufmann, San Francisco, Calif.


APPLIED AND ENVIRONMENTAL MICROBIOLOGY, June 2002, p.. - Copyright American..   (Correct)

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Banzhaf, W., P. Nordin, R. E. Keller, and F. D. Francone. 1998. Genetic programming: an introduction. Morgan Kaufmann, San Francisco, Calif.

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