Swarmic Sketches and Attention Mechanism - Versionsgeschichte

Gubachelier: /* Bibtex */

2015-11-01T21:37:03Z

‎Bibtex

Gubachelier am 31. Oktober 2015 um 13:28 Uhr

2015-10-31T13:28:55Z

Gbachelier am 11. Oktober 2014 um 18:00 Uhr

2014-10-11T18:00:32Z

Gbachelier: Die Seite wurde neu angelegt: „ == Referenz == Mohammad Majid al-Rifaie, John Mark Bishop: Swarmic Sketches and Attention Mechanism. In: Literatur_zur_Evolution%C3%A4ren_Kunst#Ev…“

2014-10-11T08:55:30Z

Die Seite wurde neu angelegt: „ == Referenz == Mohammad Majid al-Rifaie, John Mark Bishop: Swarmic Sketches and Attention Mechanism. In: Literatur_zur_Evolution%C3%A4ren_Kunst#Ev…“

Neue Seite

== Referenz ==
[[Mohammad Majid al-Rifaie]], [[John Mark Bishop]]: Swarmic Sketches and Attention Mechanism. In: [[Literatur_zur_Evolution%C3%A4ren_Kunst#EvoMUSART_2013_2 | EvoMUSART 2013]], S. 85-96.

== DOI ==
http://link.springer.com/10.1007/978-3-642-36955-1_8

== Abstract ==
This paper introduces a novel approach deploying the mechanism of ‘attention’ by adapting a swarm intelligence algorithm – Stochastic Diffusion Search – to selectively attend to detailed areas of a digital canvas. Once the attention of the swarm is drawn to a certain line within the canvas, the capability of another swarm intelligence algorithm – Particle Swarm Intelligence – is used to produce a ‘swarmic sketch’ of the attended line. The swarms move throughout the digital canvas in an attempt to satisfy their dynamic roles – attention to areas with more details – associated to them via their fitness function. Having associated the rendering process with the concepts of attention, the performance of the participating swarms creates a unique, non-identical sketch each time the ‘artist’ swarms embark on interpreting the input line drawings. The detailed investigation of the ‘creativity’ of such systems have been explored in our previous work; nonetheless, this papers provides a brief account of the ‘computational creativity’ of the work through two prerequisites of creativity within the swarm intelligence’s two infamous phases of exploration and exploitation; these phases are described herein through the attention and tracing mechanisms respectively.

== Extended Abstract ==

== Bibtex ==

== Links ==
=== Full Text ===
[extern file]

[[intern file]]

=== Sonstige Links ===

@@ Zeile 23: / Zeile 23: @@
   doi={10.1007/978-3-642-36955-1_8},
   title={Swarmic Sketches and Attention Mechanism},
-  url={http://dx.doi.org/10.1007/978-3-642-36955-1_8 },
+  url={http://dx.doi.org/10.1007/978-3-642-36955-1_8 http://de.evo-art.org/index.php?title=Swarmic_Sketches_and_Attention_Mechanism },
   publisher={Springer Berlin Heidelberg},
   keywords={Stochastic Diffusion Search; Particle swarm optimisation; sketching; drawing; attention},

@@ Zeile 14: / Zeile 14: @@
 == Bibtex ==
+ @incollection{
 == Used References ==

← Nächstältere Version		Version vom 11. Oktober 2014, 18:00 Uhr
Zeile 14:		Zeile 14:

	== Bibtex ==		== Bibtex ==
		+
		+
		+	== Used References ==
		+	Al-Rifaie, M.M., Aber, A., Bishop, M.: Cooperation of nature and physiologically inspired mechanisms in visualisation. In: Ursyn, A. (ed.) Biologically-Inspired Computing for the Arts: Scientific Data through Graphics. IGI Global, United States (2012) ISBN13: 9781466609426, ISBN10: 1466609427
		+
		+	Al-Rifaie, M.M., Bishop, M.: Weak vs. strong computational creativity. In: AISB 2012: Computing and Philosophy, University of Birmingham, Birmingham, U.K. (2012)
		+
		+	Al-Rifaie, M.M., Bishop, M.: Swarmic Painting with Colour–attentive Swarms. In: Machado, P., McDermott, J., Carballal, A. (eds.) EvoMUSART 2013. LNCS, vol. 7834, pp. 97–108. Springer, Heidelberg (2013)
		+
		+	Al-Rifaie, M.M., Bishop, M., Blackwell, T.: An investigation into the merger of stochastic diffusion search and particle swarm optimisation. In: GECCO 2011: Proceedings of the 2011 GECCO Conference Companion on Genetic and Evolutionary Computation, pp. 37–44. ACM (2011)
		+
		+	Al-Rifaie, M.M., Bishop, M., Caines, S.: Creativity and autonomy in swarm intelligence systems. In: Bishop, M., Erden, Y. (eds.) Journal of Cognitive Computation: Computational Creativity, Intelligence and Autonomy, vol. 3, pp. 320–331. Springer (2012)
		+
		+	Aupetit, S., Bordeau, V., Monmarche, N., Slimane, M., Venturini, G.: Interactive evolution of ant paintings. In: The 2003 Congress on Evolutionary Computation, CEC 2003, vol. 2, pp. 1376–1383 (2004)
		+
		+	Bishop, J.: Stochastic searching networks. In: Proc. 1st IEE Conf. on Artificial Neural Networks, London, UK, pp. 329–331 (1989)
		+
		+	Bratton, D., Kennedy, J.: Defining a standard for particle swarm optimization. In: Proc of the Swarm Intelligence Symposium, pp. 120–127. IEEE, Honolulu (2007)
		+
		+	Clerc, M., Kennedy, J.: The particle swarm-explosion, stability, and convergence in amultidimensional complex space. IEEE Transactions on Evolutionary Computation 6(1), 58–73 (2002)
		+
		+	Greenfield, G.: Evolutionary Methods for Ant Colony Paintings. In: Rothlauf, F., Branke, J., Cagnoni, S., Corne, D.W., Drechsler, R., Jin, Y., Machado, P., Marchiori, E., Romero, J., Smith, G.D., Squillero, G. (eds.) EvoWorkshops 2005. LNCS, vol. 3449, pp. 478–487. Springer, Heidelberg (2005)
		+
		+	James, W.: The principles of psychology (1890)
		+
		+	Kames, H.H.: Elements of Criticism (1769)
		+
		+	Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, vol. IV, pp. 1942–1948. IEEE Service Center, Piscataway (1995)
		+
		+	Moglich, M., Maschwitz, U., Holldobler, B.: Tandem calling: A new kind of signal in ant communication. Science 186(4168), 1046–1047 (1974)
		+
		+	Monmarche, N., Aupetit, S., Bordeau, V., Slimane, M., Venturini, G.: Interactive evolution of ant paintings. In: McKay, B., et al. (eds.) 2003 Congress on Evolutionary Computation, vol. 2, pp. 1376–1383. IEEE Press (2003)
		+
		+	Moura, L., Ramos, V.: Swarm paintings–nonhuman art. Architopia Book, Art, Architecture and Science pp. 5–24 (2007)
		+
		+	Shi, Y., Eberhart, R.C.: Parameter Selection in Particle Swarm Optimization. In: Porto, V.W., Saravanan, N., Waagen, D., Eiben, A.E. (eds.) EP 1998. LNCS, vol. 1447, pp. 591–600. Springer, Heidelberg (1998)
		+
		+	Taylor, C.C.W.: Berkeley’s theory of abstract ideas. The Philosophical Quarterly 97–115 (1978)
		+
		+	Titchener, E.B.: Lectures on the elementary psychology of feeling and attention. The Macmillan Company (1908)
		+
		+	Urbano, P.: Playing in the Pheromone Playground: Experiences in Swarm Painting. In: Rothlauf, F., Branke, J., Cagnoni, S., Corne, D.W., Drechsler, R., Jin, Y., Machado, P., Marchiori, E., Romero, J., Smith, G.D., Squillero, G. (eds.) EvoWorkshops 2005. LNCS, vol. 3449, pp. 527–532. Springer, Heidelberg (2005)
		+
		+	Urbano, P.: Consensual Paintings. In: Rothlauf, F., Branke, J., Cagnoni, S., Costa, E., Cotta, C., Drechsler, R., Lutton, E., Machado, P., Moore, J.H., Romero, J., Smith, G.D., Squillero, G., Takagi, H. (eds.) EvoWorkshops 2006. LNCS, vol. 3907, pp. 622–632. Springer, Heidelberg (2006)
		+
		+	Vu, P.: Historical Overview of Research on Attention. Sage Publications, Incorporated (2003)
		+
		+

	== Links ==		== Links ==