![Loading...](https://link.springer.com/static/c4a417b97a76cc2980e3c25e2271af3129e08bbe/images/pdf-preview/spacer.gif)
-
Chapter
FlexGP.py: Prototy** Flexibly-Scaled, Flexibly-Factored Genetic Programming for the Cloud
Running genetic programming on the cloud presents researchers with great opportunities and challenges. We argue that standard island algorithms do not have the properties of elasticity and robustness required ...
-
Chapter and Conference Paper
Flex-GP: Genetic Programming on the Cloud
We describe Flex-GP, which we believe to be the first largescale genetic programming cloud computing system. We took advantage of existing software and selected a socket-based, client-server architecture and a...
-
Chapter and Conference Paper
Genetic Programming for Musical Sound Analysis
This study uses Genetic Programming (GP) in develo** a classifier to distinguish between five musical instruments. Using only simple arithmetic and boolean operators with 95 features as terminals, a program ...
-
Chapter and Conference Paper
A Library to Run Evolutionary Algorithms in the Cloud Using MapReduce
We discuss ongoing development of an evolutionary algorithm library to run on the cloud. We relate how we have used the Hadoop open-source MapReduce distributed data processing framework to implement a single ...
-
Chapter and Conference Paper
Graph Grammars as a Representation for Interactive Evolutionary 3D Design
A new interactive evolutionary 3D design system is presented. The representation is based on graph grammars, a fascinating and powerful formalism in which sub-graphs, nodes and edges are iteratively rewritten ...
-
Chapter and Conference Paper
Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design
This study evolves and categorises a population of conceptual designs by their ability to handle physical constraints. The design process involves a trade-off between form and function. The aesthetic considera...
-
Chapter
A Fine-Grained View of Phenotypes and Locality in Genetic Programming
The locality of the map** from genotype to phenotype is an important issue in the study of landscapes and problem difficulty in evolutionary computation. In tree-structured Genetic Programming (GP), the localit...
-
Chapter and Conference Paper
How Far Is It from Here to There? A Distance That Is Coherent with GP Operators
The distance between pairs of individuals is a useful concept in the study of evolutionary algorithms. It is particularly useful to define a distance which is coherent with, i.e. related to, the action of a parti...
-
Chapter and Conference Paper
An Analysis of the Behaviour of Mutation in Grammatical Evolution
This study attempts to decompose the behaviour of mutation in Grammatical Evolution (GE). Standard GE mutation can be divided into two types of events, those that are structural in nature and those that are no...
-
Chapter and Conference Paper
Elevated Pitch: Automated Grammatical Evolution of Short Compositions
A system for automatic composition using grammatical evolution is presented. Music is created under the constraints of a generative grammar, and under the bias of an automatic fitness function and evolutionary...
-
Chapter and Conference Paper
New-Generation Methods in an Interpolating EC Synthesizer Interface
This paper describes work on a graphical user interface (GUI) for sound synthesizers based on interactive evolutionary computation. The GUI features user-controlled interpolation for fast auditioning and evalu...
-
Chapter and Conference Paper
Evolutionary GUIs for Sound Synthesis
This paper describes an experiment carried out to determine which, among several possible evolutionary and non-evolutionary sound synthesizer graphical user interfaces, is the most suitable for the task of mat...
-
Chapter and Conference Paper
Toward User-Directed Evolution of Sound Synthesis Parameters
Experiments are described which use genetic algorithms operating on the parameter settings of an FM synthesizer, with the aim of mimicking known synthesized sounds. The work is considered as a precursor to the...