nach oben

Erschienen in:

2014 | OriginalPaper | Buchkapitel

Using a Graph Based Database to Support Collaborative Interactive Evolutionary Systems

verfasst von : J. C. Romero, M. García-Valdez

Erschienen in: Recent Advances on Hybrid Approaches for Designing Intelligent Systems

Verlag: Springer International Publishing

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

Web based, collaborative, interactive evolutionary computational systems, can generate a high amount of information. There is information regarding users and their collaborations, the interaction and subjective evaluation of individuals of the population. There is also information about the actual evolutionary process: relationships between individuals and evolutionary operators, used. In this work we propose the use of graph-based databases as back end storage of the evolutionary process of collaborative interactive evolutionary systems due to the expressiveness and flexibility provided by the model and how relationships found on the system can be easily mapped to graphs. The flexibility provided enables the design of user models, social network modules that can enhance the system. As a proof of concept, a comparative implementation against a relational database is presented.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Vorheriges Kapitel Exact Methods for the Vertex Bisection Problem

Nächstes Kapitel Fuzzy Labeling of Users in an Educational Intelligent Environment Using an Activity Stream

Takagi, H.: Interactive evolutionary computation: Fusion of the capacities of EC optimization and human evaluation. Proc. IEEE 89(9), 1275–1296 (2001)CrossRef

Secretan, J., Beato, N., D’Ambrosio, D.B., Rodriguez, A., Campbell, A., Stanley, K.O.: School of electrical engineering and computer science university of central Florida, Orlando, FL 32816-2362 {jsecreta,nbeato, ddambro, adeleinr, acampbel,kstanley}@eecs.ucf.edu Picbreeder: Evolving pictures collaboratively online

Secretan, J., Beato, N., D’Ambrosio, D.B., Rodriguez, A., Campbell, A., Folsom-Kovarik, J.T., Stanley, K.O.: Picbreeder: A case study in collaborative evolutionary exploration of design space. Evol. Comput. 19(3), 373–403 (2011)CrossRef

Garcia, M., Trujillo, L., Fernández-de-Vega, F., Merelo-Guervós, J.J., Olague, G.: EvoSpace-interactive: A framework to develop distributed collaborative-interactive evolutionary algorithms for artistic design. In: Proceedings of the 2nd International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, EvoMUSART (2013)

García-Valdez, M., Trujillo, L., de Vega, F.F., Guervós, J.J.M., Olague, G.: EvoSpace: A distributed evolutionary platform based on the tuple space model. In: Proceedings of the 16th European Conference, EvoApplications 2013, pp. 499–508. Vienna, Austria, 3–5 Apr 2013

Clune, J., Lipson, H.: Evolving three-dimensional objects with a generative encoding inspired by developmental biology. In: Proceedings of the European Conference on Artificial Life (2011)

Redis. http://redis.io/ (2013)

Neo4j. http://www.neo4j.org/ (2013)

Biggs, N., Lloyd, E., Wilson, R.: Graph Theory, 1736–1936. Oxford University Press, Oxford (1986)MATH

10.

Marko, A.: Rodriguez and neubauer, Peter the graph traversal pattern. Graph data management: Techniques and applications (2011)

11.

Robinson, I., Webber, J., Eifrém, E.: Graph databases. O’Reilly media (2013)

12.

Hidalgo, D., Castillo, O., Melin, P.: Type-1 and type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimization with genetic algorithms. Inf. Sci. 179(13), 2123–2145 (2009)CrossRef

13.

Leal-Ramirez, C., Castillo, O., Melin, P., Rodriguez-Diaz, A.: Simulation of the bird age-structured population growth based on an interval type-2 fuzzy cellular structure. Inf. Sci. 181, 519–535 (2011)CrossRefMathSciNet

14.

Castillo, O., Huesca, G., Valdez, F.: Evolutionary computing for topology optimization of type-2 fuzzy controllers. Stud. Fuzziness Soft Comput. 208, 163–178 (2008)CrossRef

15.

Mendoza, O., Melin, P., Castillo, O.: Interval type-2 fuzzy logic and modular neural networks for face recognition applications. Appl. Soft Comput. J. 9, 1377–1387 (2009)CrossRef

16.

Mendoza, O., Melin, P., Licea, G.: Interval type-2 fuzzy logic for edges detection in digital images. Int. J. Intell. Syst. 24, 1115–1133 (2009)CrossRefMATH

17.

Valdez, F., Melin, P., Castillo, O.: Evolutionary method combining particle swarm optimization and genetic algorithms using fuzzy logic for decision making. In: Proceedings of the IEEE International Conference on Fuzzy Systems, pp. 2114–2119 (2009)

18.

Castillo, O., Melin, P.: A review on the design and optimization of interval type-2 fuzzy controllers. Appl. Soft Comput. 12(4), 1267–1278 (2012)CrossRef

19.

Cervantes, L., Castillo, O., Melin, P.: Intelligent control of nonlinear dynamic plants using a hierarchical modular approach and type-1 fuzzy logic. MICAI, pp. 1–12 (2011)

20.

Sombra, A., Valdez, F., Melin, P., Castillo, O.: A new gravitational search algorithm using fuzzy logic to parameter adaptation. In: IEEE Congress on Evolutionary Computation, pp. 1068–1074 (2013)

21.

Valdez, F., Melin, P., Castillo, O.: Parallel particle swarm optimization with parameters adaptation using fuzzy logic. MICAI 2, 374–385 (2012)

22.

Valdez, F., Melin, P., Castillo, O.: Bio-inspired optimization methods on graphic processing unit for minimization of complex mathematical functions. In: Recent Advances on Hybrid Intelligent Systems, pp. 313–322 (2013)

23.

Melendez, A., Castillo, O.: Optimization of type-2 fuzzy reactive controllers for an autonomous mobile robot. NaBIC 2012, pp. 207-211

24.

Castillo, O., Melin, P.: Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review. Inf. Sci. 205, 1–19 (2012)MathSciNet

Titel: Using a Graph Based Database to Support Collaborative Interactive Evolutionary Systems
verfasst von: J. C. Romero
M. García-Valdez
Verlag: Springer International Publishing
Buch: Recent Advances on Hybrid Approaches for Designing Intelligent Systems
Print ISBN: 978-3-319-05169-7

Electronic ISBN: 978-3-319-05170-3

Copyright-Jahr: 2014
DOI: https://doi.org/10.1007/978-3-319-05170-3_41

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"