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A novel agent-based, evolutionary model for expressing the dynamics of creative open-problem solving in small groups
2020
Applied intelligence (Boston)
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This paper presents a novel theoretical model (TM) that describes the process of solving open-ended problems in small groups. ...
Understanding the process of producing creative responses to open-ended problems solved in small groups is important for many modern domains, like health care, manufacturing, education, banking, and investment ...
Conclusions This paper proposes a novel theoretical model (TM) to describe the problem solving process of open-ended problems in small groups. ...
doi:10.1007/s10489-020-01919-6
pmid:34764556
pmcid:PMC7588593
fatcat:kkcz565uvrgobfry3l2z4c42fi
Open Problems in Evolutionary Music and Art
[chapter]
2005
Lecture Notes in Computer Science
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Each problem is explained and the impetus and background for it is described in the context of creative evolutionary systems. ...
Five 'open problems' are defined and explained as broad principle areas of investigation for evolutionary music and art. ...
The aim of this paper is to define a small set of 'open problems' in EMA. ...
doi:10.1007/978-3-540-32003-6_43
fatcat:atvvdzuccfastpiv4rhlfh7qgi
Artificial ecosystems for creative discovery
2007
Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07
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to solve problems in search and optimisation. ...
Properties and processes from natural ecosystems are abstracted and applied to the design of creative systems, in a similar way that evolutionary computing methods use the metaphor of Darwinian evolution ...
We are interested in developing general algorithms for creative discovery. These algorithms are based on dynamic evolutionary processes observed in biological ecosystems. ...
doi:10.1145/1276958.1277017
dblp:conf/gecco/McCormack07
fatcat:ogb3u2z6xbckfabvepc2gs4bhi
Beyond binary choices: Integrating individual and social creativity
2005
International Journal of Human-Computer Studies
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("boundary objects") and the adoption of evolutionary process models in the construction of meta-design environments can enhance creativity and support spontaneous design activities ("unselfconscious ...
In the effort to draw a viable path "beyond binary choices", the paper points out some major challenges for the next generation of socio-technical environments to further increase the integration of individual ...
Acknowledgements The authors thank the members of the Center for LifeLong Learning & Design at the University of Colorado, who have made major contributions to the conceptual framework described in this ...
doi:10.1016/j.ijhcs.2005.04.014
fatcat:jxmqaurxlvhbte666p3mzcd5f4
Creative Ecosystems
[chapter]
2012
Computers and Creativity
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Traditional evolutionary approaches to computer creativity focus on optimisation, that is they define some criteria that allows the ranking of individuals in a population in terms of their suitability ...
The problem for creative applications is that creativity is rarely thought of as a single optimisation. For example, could you come up with an algorithm for ranking music or painting? ...
The computer science adaptation of evolution, a field known as Evolutionary Computing (EC), selectively abstracts from the processes of biological evolution to solve problems in search, optimisation and ...
doi:10.1007/978-3-642-31727-9_2
fatcat:dvnqemlzhvhjdg2jr42vw3ct7a
The sociology of creativity: Part I: Theory: The social mechanisms of innovation and creative developments in selectivity environments
2015
Human Systems Management
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This first part of a three part article on the sociology of creativity has three purposes: (1) to develop the argument that key factors in creative activity are socially based and developed; hence, sociology ...
Creativity is a universal activity, essential in an evolutionary perspective, to adaptation and sustainability. ...
in the development of the work presented here. ...
doi:10.3233/hsm-150839
fatcat:73vxqctaubaztfalcs332dzgcy
Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip
[chapter]
2016
Lecture Notes in Computer Science
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We present a coevolutionary model of public goods games in networks, growing by random attachment, from small founding populations of simple agents. ...
The method is applied for identification and modeling problems, where, in order to obtain the fitness value of one individual, we need to compute a mathematical expression for different time events. ...
doi:10.1007/978-3-319-31204-0_20
fatcat:27rnwllk75cv5kncys2u7utreq
Group Creativity in Interaction: Collaborative Referencing, Remembering, and Bridging
2008
International Journal of Human-Computer Interaction
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Group creative activity is examined broadly, ranging from the microlevel coconstruction of novel resources for team problem solving to the evolutionary reuse of ideas and solution strategies across teams ...
In our study of mathematics collaboration online, we observe collective creative work as manifested in a wide range of interactions extending from the microlevel coconstruction of novel resources for problem ...
doi:10.1080/10447310802142300
fatcat:hzamlhw4tjg7bfuxp6eed2mdcu
Creating a Digital Ecosystem: Service-Oriented Architectures with Distributed Evolutionary Computing
[article]
2012
arXiv
pre-print
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This leads to a discussion of the relevant fields from computer science for the creation of Digital Ecosystems, including evolutionary computing, Multi-Agent Systems, and Service-Oriented Architectures ...
We then define Ecosystem-Oriented Architectures for the creation of Digital Ecosystems, imbibed with the properties of self-organisation and scalability from biological ecosystems, including a novel form ...
Acknowledgments The author would like to thank for their encouragement and suggestions: my supervisor ...
arXiv:0712.4159v5
fatcat:cgfm5yvlezcbpeal6qxczroh64
A survey of computer systems for expressive music performance
2009
ACM Computing Surveys
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We present a survey of research into automated and semiautomated computer systems for expressive performance of music. ...
To highlight some of the possible future directions for new research, the review uses primary terms of reference based on four elements: testing status, expressive representation, polyphonic ability, and ...
Most melodies will sound acceptable in some context or other. (4) Most of the systems deal with computer composition as a problem-solving task rather as a creative and meaningful process. ...
doi:10.1145/1592451.1592454
fatcat:egv6z6kkwzfqfdb7g4cp3sw3ly
Biologically-Inspired And Agent-Based Algorithms For Music
[chapter]
2018
Zenodo
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We close by reviewing themes for future work in this area: autonomy and agency, and the poetics of biologically-inspired algorithms. ...
These include evolutionary algorithms, agent-based modelling and self-organising systems, adaptive behaviour and interactive performance systems, and ecosystemic approaches to composition and computational ...
In Proceedings of the Alife VII, Portland, Oregon. ...
doi:10.5281/zenodo.1194152
fatcat:rdx72keacnhp3h6eik45exodki
Interface of Computation, Game Theory, and Economics (Dagstuhl Seminar 13161)
2013
Dagstuhl Reports
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, and dynamics and equilibrium in games and markets. ...
The workshop was strongly interdisciplinary, on the leading edge of current topics generally connected to algorithmic game theory: Mechanism design and auctions, interactions in networks, social models ...
A small number of participants would have preferred a more exciting sightseeing tour of, for example, the Völklinger Hütte, but the long bus journey and the fact that a few had already seen it made us ...
doi:10.4230/dagrep.3.4.69
dblp:journals/dagstuhl-reports/HartTS13
fatcat:aixs64wrmne4nd4unsosas47ii
The Creative Process of Cultural Evolution
[article]
2019
arXiv
pre-print
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own way, however small, to a second evolutionary process -- the evolution of culture. ...
Then we will see how questions about the relationship between creativity and cultural evolution have been addressed using an agent-based model. ...
Acknowledgements This research was supported in part by a grant from the Natural Sciences and Engineering Research Council of Canada. ...
arXiv:1704.05056v2
fatcat:j5nl6g6umbhdldwyrl6go4scxu
Digital Ecosystems: Ecosystem-Oriented Architectures
2011
Natural Computing
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2011 pre-print arXiv:1112.0204v1 fatcat:k6pz7uplfbdrtog5akwt7ty3t4
This included its responsiveness to requests for applications from the user base, as a measure of the ecological succession (ecosystem maturity). ...
Therefore, we created the Digital Ecosystem, a novel optimisation technique inspired by biological ecosystems, where the optimisation works at two levels: a first optimisation, migration of agents which ...
Specifically, solutions are represented as trees of expressions in an appropriate programming language, with the aim of evolving the most effective programme for solving a particular problem [6] . ...
doi:10.1007/s11047-011-9254-0
fatcat:7uptgmhphbbo7fvcrbnzwi57kq
Welcome message from the General Chairs
2009
2009 International Workshop on Satellite and Space Communications
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Based on these rigorous reviews, IES 2014 accepted 106 papers for inclusion in the conference program, which represents an acceptance rate of 69%. ...
All accepted papers will be included in the Proceeding of Adaptation, Learning and Optimization Series published by Springer-Verlag. ...
tested for effective problem solving in the transportation. ...
doi:10.1109/iwssc.2009.5286448
fatcat:wcu4uzasizhzjmdkzyekynnqwi
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