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Issue title: Soft Computing Applications
Guest editors: Valentina Emilia Balas
Article type: Research Article
Authors: Moghadam, Arman Balalia | Rafsanjani, Marjan Kuchakia; * | Balas, Valentina Emiliab
Affiliations: [a] Department of Computer Science, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran | [b] Department of Automatics and Applied Software, Faculty of Engineering, Aurel Vlaicu University of Arad, Arad, Romania
Correspondence: [*] Corresponding author. Marjan Kuchaki Rafsanjani, Department of Computer Science, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran. E-mail: [email protected].
Abstract: This study takes a new perspective on the procedural content generation (PCG) evaluation problem, extracts current PCG evaluation methods from previous works, and presents a novel classification of these methods while showing each method’s capabilities. Also, the present study introduces a novel concept called Panda Evaluation. Additionally, the soft and hard launches were presented as two evaluation methods and possible building blocks of PE. A group of papers was analyzed to understand previous works and find new opportunities. In doing so, some missing PCG evaluation areas were found, and some new methods were proposed for future PCG evaluations. To the best of our knowledge, this is the first time these concepts have been presented in PCG evaluation.
Keywords: Procedural content generation (PCG), platformer, soft launch, panda evaluation (PE), machine learning (ML), evaluation graph
DOI: 10.3233/JIFS-219318
Journal: Journal of Intelligent & Fuzzy Systems, vol. 43, no. 2, pp. 2191-2210, 2022
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