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A multiobjective evolutionary algorithm approach for map sketch generation

Access

info:eu-repo/semantics/closedAccess

Date

2018

Author

Topcu, Şafak
Etaner-Uyar, A. Sima

Metadata

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Citation

Topcu, S., & Etaner-Uyar, A. S., Topcu, S. A Multiobjective Evolutionary Algorithm Approach for Map Sketch Generation.Conference: 17th Annual UK Workshop on Computational Intelligence (UKCI) Location: Cardiff, ENGLAND 1652, p.132-144

Abstract

In this paper, we present a method to generate map sketches for strategy games using a state of the art many-objective evolutionary algorithm, namely NSGAIII. The map sketch generator proposed in this study outputs a three objective Pareto-front in which all the points are fair and strong in different aspects. The generated map sketch can be used by level designers to create real time strategy maps effectively and/or help them see multiple aspects of a game map simultaneously. The algorithm can also be utilised as a benchmark generator to be used in tests for various cases such as shortest path algorithms and strategy game bots. The results reported in this paper are very promising and promote further study.

Source

Conference: 17th Annual UK Workshop on Computational Intelligence (UKCI) Location: Cardiff, ENGLAND Date: SEP 06-08, 2017

Volume

650

URI

http://dx.doi.org/10.1007/978-3-319-66939-7_11
https://hdl.handle.net/20.500.11779/726

Collections

  • Araştırma Çıktıları, Scopus İndeksli Yayınlar Koleksiyonu [429]
  • Araştırma Çıktıları, WOS İndeksli Yayınlar Koleksiyonu [470]
  • MF, BM, Bildiri ve Sunum Koleksiyonu [37]



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