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Output details

13 - Electrical and Electronic Engineering, Metallurgy and Materials

University of York

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Output 20 of 85 in the submission

Article title

Developments in Cartesian Genetic Programming : self-modifying CGP

Type

D - Journal article

DOI

10.1007/s10710-010-9114-1

Title of journal

Genetic programming and evolvable machines

Article number

Volume number

Issue number

3-4

First page of article

397

ISSN of journal

1389-2576

Year of publication

2010

URL

http://link.springer.com/article/10.1007%2Fs10710-010-9114-1

Number of additional authors

Additional information

The paper advances evolutionary computation. Published in this special issue of the journal to mark its tenth anniversary and calling for far-reaching and foundational work. The result of collaborations with Memorial University of Newfoundland, Canada the paper introduces the concept of self-modification in Genetic Programming (GP). For the first time this allows GP to be applied to multiple instances of problems, and shows that general, mathematically provable solutions to classes of problems can be evolved.

Interdisciplinary

Cross-referral requested

Research group

B - Intelligent Systems

Proposed double-weighted

Double-weighted statement

Reserve for a double-weighted output

Non-English

English abstract