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Creative Computing 2016 : Special Issue on Evolutionary Computing for the Creative Industries


When N/A
Where N/A
Submission Deadline Jul 29, 2016
Notification Due Sep 16, 2016
Final Version Due Oct 9, 2016
Categories    evolutionary computation   artificial intelligence   interdisciplinary   soft computing

Call For Papers

International Journal of Creative Computing

Special Issue on: "Evolutionary Computation Applications in the Creative Industries"

Guest Editors:
Andy M. Connor, Auckland University of Technology, New Zealand
Jan Kruse, Auckland University of Technology, New Zealand

Evolutionary computation (Dumitrescu, Lazzerini, Jain & Dumitrescu, 2000) is a subfield of artificial intelligence (more particularly computational intelligence) that can be defined by the type of algorithms it is concerned with. These algorithms, called evolutionary algorithms, are based on adopting the Darwinian principle of “survival of the fittest”. Evolutionary computation is a relatively new field of study, with its roots in the 1950s and a steady growth of interest from the 1970s onwards.

Evolutionary computation has proven capable of delivering high-quality solutions to difficult problems in a variety of scientific and technical domains (Eiben & Smith, 2015). Whilst much of the focus of research in this area has been related to solving numerical and combinatorial optimisation problems, the stochastic nature of evolutionary algorithms has been shown to have particular advantages in other fields. In particular, the lack of problem-specific preconceptions and biases of the algorithm designer open the door to the consideration of unexpected solutions (Bentley & Corne, 2002; Romero & Machado, 2007).

This special issue solicits high-quality papers that explore contemporary applications of evolutionary computation in the creative industries. In particular, this special issue seeks to explore the interface between man and machine, where research outcomes provide insight as to how evolutionary computation can augment or support human creativity.

The areas of interest to the special issue are divided into two main directions, albeit not exclusive:

1. Creative exploration systems that support the concept of search without necessarily embracing a need for optimality
2. Systems that utilise both human and non-human agents in the evolution of creative artefacts

In particular, this special issue seeks to present applications of evolutionary computation throughout the range of creative industries, including advertising, architecture, art, design, fashion, film, gaming, music, performing arts and software development.

Subject Coverage

Suitable topics include, but are not limited to, the following application areas of evolutionary algorithms:

Interactive evolutionary computation
Human-based genetic algorithms
Representation issues for evolutionary computation
Creative exploration systems
Novel evolutionary computation algorithms
New ways of integrating the user in the evolutionary cycle
Empirical and comparative studies
Creative evolutionary design
Evolutionary interactive art
Evolutionary innovation
Co-evolution and collective behaviour

Notes for Prospective Authors

Submitted papers should not have been previously published nor be currently under consideration for publication elsewhere. (N.B. Conference papers may only be submitted if the paper has been completely re-written and if appropriate written permissions have been obtained from any copyright holders of the original paper).

All papers are refereed through a peer review process.

All papers must be submitted online. To submit a paper, please read our Submitting articles page:

Important Dates

Submission of manuscripts: 29 July, 2016
First notification to authors: 16 September, 2016
Final versions due: 9 December, 2016

Related Resources

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ACML 2018   The 10th Asian Conference on Machine Learning
CHI 2019   The ACM CHI Conference on Human Factors in Computing Systems
AAAI 2019   National Conference on Artificial Intelligence
ACIIDS 2018   10th Asian Conference on Intelligent Information and Database Systems
ICCE 2018   2018 4th International Conference on Creative Education (ICCE 2018)
IJIST 2018   The International Journal of Information Science & techniques
CGDEIJ 2018   Computer Game Development and Education
IEEE Trans SUSC 2019   IEEE Trans on Sustainable Computing (SI: Intersection of Computing and Communication Technologies with Energy Systems)
WI 2018   2018 IEEE/WIC/ACM International Conference on Web Intelligence