Titlebook: Genetic Programming and Data Structures; Genetic Programming W. B. Langdon Book 1998 Springer Science+Business Media New York 1998 Schedul

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Evolution of GP Populations, presence of “deceptive” high scoring partial solutions in the population. These cause a negative correlation between necessary primitives and fitness. As Price’s theorem predicts, their frequency falls, eventually leading to their extinction and so to the impossibility of finding solutions like those that are evolved in successful runs.

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Conclusions, still lower levels. Thus a programmer may use a file while knowing nothing about how to program the disk drive on which it is stored. Indeed the program can continue to work even if the file is moved to another disk drive, even if it is of a different type, even a type which had not been designed when the program was written.

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https://doi.org/10.1007/978-90-313-7203-4ter chapters, Sections 3.2 onwards describe more specialist techniques, some of which are introduced into GP. In later chapters, where we first use one of these concepts, we will refer back to the appropriate subsection within Section 2.3.2 or 3.2–3.9. (There is also a glossary in Appendix B).

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https://doi.org/10.1007/978-90-313-7641-4, parsing computer languages and, in most computer languages, storing function arguments and local data as programs are executed. Since they are so widely used many digital computers include explicit machine code support for one or more stacks. This chapter shows that genetic programming can automat

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De betekenis van levensverhalenntil a service provider is able to process it. Data for each new request enters the queue at its rear and waits until data in front of it has been processed and removed from the front of the queue. When it reaches the front of the queue, it too is processed and removed from the front queue. Queues a

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,De Simm’s classificatie en de Zorgmodule,e, 1995; Jannink, 1994] shows GP can automatically create programs which explicitly use directly addressable (indexed) memory to solve problems and Chapters 4, 5 and 6 demonstrate that GP can automatically generate abstract data structures such as stacks, queues and lists. In this chapter we show th