Customer Reviews

Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming!

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Langdon's book is an important addition to the literature on Genetic Programming. After a thorough survey of the state of the art in the field, he describes how Genetic Programming can be used to generate the standard data structures that humans rely on so heavily. He then describes how these data structures can be used to extend the power of Genetic Programming, and gives a number of useful examples. In all, an important part of any GP library.

The book "Genetic Programming + Data Structures = Automatic Programming!" by William B. Langdon is a very nice introduction to the field of genetic programming. The book is well structured. It contains most, if not all, references to important previous work on GP, and further extends the range of applicability of GP by investigating the use abstract data structures in evolving genetic programs. Routines to manage abstract data structures (stacks, queues, and list) are evolved by GP. The book also shows some problems where enriching the GP-language with primitives to manage a data structure enables it to solve more complex problems.

Cees H.M. van Kemenade.