Formation of Non-Perfect Maze Using Prim’s Algorithm
DOI:
https://doi.org/10.31764/jtam.v7i2.12772Keywords:
Maze, Non-perfect maze, Prim’s algorithm, Grid graph.Abstract
Maze is a place that has many paths with tortuous paths that are misleading and full of dead ends and can be viewed as a grid graph. A non-perfect maze is a maze that has a cycle. This research produces an algorithm that can form a non-perfect maze with a size of m×n which has two types of bias. The first bias is the composition of the percentage of horizontal and vertical partitions. The second bias is the percentage of the number of cycles. The algorithm created in this study was generated by modifying Prim’s algorithm and the use of Fisher-Yates algorithm which is used in random selection in Prim’s algorithm. The non-perfect maze algorithm begins with the calculation of the parameter values of the two types of bias and continues with forming a perfect maze and ends with forming a non-perfect maze. The algorithm that has been designed can form a non-perfect maze with a complexity of O(|E|^2), where E is the set of edges of an m×n grid graph. Flash-based application development is also carried out in order to implement algorithms to obtain a non-perfect maze. The non-perfect maze is produced in a two-dimensional visual form in the form of an image along with its corresponding grid graph. The application is capable of displaying up to the first 20 solutions of the biased maze.
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References
Baddeley, A. (2012). Working memory: theories, models, and controversies. Annual Review of Psychology, 63(2012), 1–29. https://doi.org/10.1146/annurev-psych-120710-100422
Brooks, S. (2016). Tradigital Animate CC: 12 Principles of Animation in Adobe Animate. CRC Press.
Chatterjee, A., & Kiao, U. (2021). Time Complexity Analysis. OpenGenus.
Cormen, T. H., Leiserson, C. E., Rivest, R. L., & Stein, C. (2022). Introduction to algorithms. MIT Press.
Dubey, P., & Sarita, K. (2016). Maze generation and solver. International Journal of Scientific and Technical Advancements, 2(4), 139–142.
Fitzgerald, R. E., Isler, R., Rosenberg, E., Oettinger, R., & Bättig, K. (1985). Maze patrolling by rats with and without food reward. Animal Learning & Behavior, 13(4), 451–462. https://doi.org/10.3758/BF03208022
Foulds, L. R. (2012). Graph Theory Applications. Springer Science & Business Media.
Galbiati, G. (2003). On finding cycle bases and fundamental cycle bases with a shortest maximal cycle. Information Processing Letters, 88(4), 155–159. https://doi.org/10.1016/j.ipl.2003.07.003
Groner, L. (2016). Learning JavaScript Data Structures and Algorithms. Packt Publishing Ltd.
Hart, J. (2008). The Art of the Storyboard Second Edition. Elsevier.
Hendrawan, Y. F. (2018). A Maze Game on Android Using Growing Tree Method. Journal of Physics: Conference Series, Vol. 953, No. 1, 012148. https://doi.org/10.1088/1742-6596/953/1/012148/meta
Hoetama, D. O., Putri, F. P., & Winarno, P. M. (2018). Algoritma Fisher-Yates Shuffle dan flood fill sebagai maze generator pada game labirin. Ultima Computing: Jurnal Sistem Komputer, 10(2), 59–64. https://doi.org/10.31937/sk.v10i2.1064
Hutama, D. R., Santosa, R. G., & Karel, J. (2014). Implementasi algoritma Prim sebagai creator jalur permainan maze. Jurnal Informatika, 9(2), 147–155.
Ihsan, M., Suhaimi, D., Ramli, M., Yuni, S. M., & Maulidi, I. (2021). Non-perfect maze generation using Kruskal algorithm. Jurnal Natural, 21(1), 35–45. https://doi.org/10.24815/jn.v21i1.18840
Jonasson, A., & Westerlind, S. (2016). Genetic algorithms in mazes: a comparative study of the performance for solving mazes between genetic algorithms, BFS and DFS.
Kavitha, T., Liebchen, C., Mehlhorn, K., Michail, D., Rizzi, R., Ueckerdt, T., & Zweig, K. A. (2009). Cycle bases in graphs characterization, algorithms, complexity, and applications. Computer Science Review, 3(4), 199–243. https://doi.org/10.1016/j.cosrev.2009.08.001
Kung, D. (2013). Object-oriented Software Engineering. McGraw-Hill Higher Education.
Miller, T. (2019). Explanation in artificial intelligence: insights from the social sciences. Artificial Intelligence, 267(2019), 1–38. https://doi.org/10.1016/j.artint.2018.07.007
Nugroho, D. A., Harmastuti, H., & Uminingsih, U. (2017). Membangun game edukasi “mathematic maze†berbasis android untuk meningkatkan kemampuan berhitung pada anak sekolah dasar. Jurnal Statistika Industri Dan Komputasi, 2(1), 67–77. https://doi.org/10.34151/statistika.v2i01.1101
Rosenzweig, G. (2013). ActionScript 3.0 Game Programming University. Pearson Education India.
Roy, S., Das, S. K., & Kamal, A. H. M. (2022). A multi-path based embedding scheme at perfect maze. Indian Journal of Computer Science, 7(1). https://doi.org/10.17010/ijcs/2022/v7/i1/168954
Subaeki, B., & Ardiansyah, D. (2017). Implementasi algoritma Fisher-Yates Shuffle pada aplikasi multimedia interaktif untuk pembelajaran tenses bahasa inggris. Infotronik: Jurnal Teknologi Informasi Dan Elektronika, 2(1), 67–74. https://doi.org/10.32897/infotronik.2017.2.1.31
Ullah, Z., Chen, X., Gou, S., Xu, Y., & Salam, M. (2022). FNUG: imperfect mazes traversal based on detecting and following the nearest-to-final-goal and unvisited gaps. IEEE Robotics and Automation Letters, 7(2), 5175–5182. https://doi.org/10.1109/LRA.2022.3151393
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