Automated Digital Terrain Elevation Modification By Procedural Generation Approach

Petrovas, Aurimas; Baušys, Romualdas

doi:10.1109/estream.2019.8732171

Cited by 3 publications

(1 citation statement)

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“…It tries to generate unique levels with each iteration of the algorithm. Another more generalized example is the generation of verticality for mostly flat surfaces on grid-based surfaces [31].…”

Section: Related Workmentioning

confidence: 99%

Procedural Video Game Scene Generation by Genetic and Neutrosophic WASPAS Algorithms

Petrovas

Baušys

2022

Applied Sciences

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The demand for automated game development assistance tools can be fulfilled by computational creativity algorithms. The procedural generation is one of the topics for creative content development. The main procedural generation challenge for game level layout is how to create a diverse set of levels that could match a human-crafted game scene. Our game scene layouts are created randomly and then sculpted using a genetic algorithm. To address the issue of fitness calculation with conflicting criteria, we use weighted aggregated sum product assessment (WASPAS) in a single-valued neutrosophic set environment (SVNS) that models the indeterminacy with truth, intermediacy, and falsehood memberships. Results are presented as an encoded game object grid where each game object type has a specific function. The algorithm creates a diverse set of game scene layouts by combining game rules validation and aesthetic principles. It successfully creates functional aesthetic patterns without specifically defining the shapes of the combination of games’ objects.

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Section: Related Workmentioning

confidence: 99%