M¨ obius representation of the bipolar decomposition integrals and its applications

Document Type : Research Paper

Authors

1 Department of Applied Sciences, University of Technology, Al Sina´ a Street, P. O. Box (19006), Baghdad, Iraq

2 Faculty of Civil Engineering, Slovak University of Technology, Radlinsk´ eho 11, 810 05 Bratislava, Slovakia

3 Department of Algebra and Geometry, Palack´y University of Olomouc, 17. listopadu 12, 779 00 Olomouc, Czech Republic

Abstract

The bipolar decomposition integral, recently introduced in [5], is a general framework for handling integrals related
 to aggregation on unipolar and bipolar scales. The M¨obius representation is related to the notion of k-additivity
 of a monotone set function and allows to derive simple expressions of some nonlinear integrals. In this paper, we
 propose M¨obius representation for the bipolar decomposition integral, which includes the M¨obius representation of
 each of the bipolar Choquet integral, bipolar Shilkret integral, and bipolar Pan integral. Then, we introduce the
 expressions for computing bipolar decomposition integrals concerning a 2-additive bi-capacity. Lastly, a practical
 numerical example is provided to illustrate the applicability of the proposed results in dealing with aggregation on
 bipolar scales, and simplicity of calculating the 2-additive bipolar decomposition integrals.

Keywords


[1] J. Abbas, The bipolar Choquet integrals based on ternary-element sets, Journal of Artificial Intelligence and Soft
 Computing Research, 6(1) (2016), 13-21. https://doi.org/10.1515/jaiscr-2016-0002
 [2] J. Abbas, The 2-additive Choquet integral of bi-capacities, in Artificial Intelligence and Soft Computing. Lecture
 Notes in Computer Science, L. Rutkowski, R. Scherer, M. Korytkowski, W. Pedrycz, R. Tadeusiewicz and J.
 Zurada (eds.), Springer, 2019. https://doi.org/10.1007/978-3-030-20912-4_27
 [3] J. Abbas, The balancing bipolar Choquet integrals, International Journal of Innovative Computing, Information
 and Control, 17(3) (2021), 949-957. https://doi.org/10.24507/ijicic.17.03.949
 [4] J. Abbas, The Banzhaf interaction index for bicooperative game, International Journal of General Systems, 50(5)
 (2021), 486-500. https://doi.org/10.1080/03081079.2021.1924166
 [5] J. Abbas, R. Mesiar, R. Halaˇ s, Bipolar decomposition integrals, International Journal of Approximate Reasoning,
 183 (2025), 109439. https://doi.org/10.1016/j.ijar.2025.109439
 [6] J. Abbas Ghafil, A new approach to the bipolar Shilkret integral, Mathematics and Computational Sciences, 3(4)
 (2022), 46-54. https://doi.org/10.30511/mcs.2022.1971146.1092
 [7] J. Ah-Pine, B. Mayag, A. Rolland, Elicitation of 2-additive bi-capacity parameters, EURO Journal on Decision
 Processes, 3(1-2) (2015), 5-28. https://doi.org/10.1007/s40070-015-0043-3
 [8] J. M. Bilbao, J. R. Fernandez, A. Jimenez Losada, E. Lebron, Bicooperative games, First World Congress of the
 Game Theory Society (Games 2000) July 24-28, Bilbao, Spain, 2000.
 [9] G. Choquet, Theory of capacities, Annales de L’institut Fourier, 5 (1953), 131-295. https://eudml.org/doc/
 73714
 [10] Y. Even, E. Lehrer, Decomposition-integral: Unifying Choquet and the concave integrals, Econ Theory, 56
 (2014), 33-58. https://doi.org/10.1007/s00199-013-0780-0
 [11] K. Fujimoto, T. Murofushi, M. Sugeno, k-Additivity and C-decomposability of bi-capacities and its integral,
 Fuzzy Sets and Systems, 158(15) (2007), 1698-1712. https://doi.org/10.1016/j.fss.2007.03.002
 [12] M. Grabisch, The symmetric Sugeno integral, Fuzzy Sets and Systems, 139(3) (2003), 473-490. https://doi.
 org/10.1016/S0165-0114(02)00499-2
 [13] M. Grabisch, B. de Baets, J. Fodor, The quest for rings on bipolar scales, International Journal of Uncertainty,
 Fuzziness, and Knowledge-Based Systems, 12 (2004), 499-512. https://doi.org/10.48550/arXiv.0804.1270
 [14] M. Grabisch, C. Labreuche, Bi-capacities I: Definition, M¨obius transform and interaction, Fuzzy Sets and
 Systems, 151(2) (2005), 211-236.
 [15] M. Grabisch, C. Labreuche, Bi-capacities, Part II: the Choquet integral, Fuzzy Sets and Systems, 151(2) (2005),
 237-259. https://doi.org/10.1016/j.fss.2004.08.013
 [16] M. Grabisch, T. Murofushi, M. Sugeno, Fuzzy measures and integrals: Theory and applications, Physica Verlag,
 Heidelberg, 2000. https://doi.org/10.1007/978-94-015-8449-4_6
 [17] S. Greco, R. Mesiar, F. Rindone, Discrete bipolar universal integrals, Fuzzy Sets and Systems, 252 (2014),
 55-65. https://doi.org/10.1016/j.fss.2014.02.002
 [18] S. Greco, F. Rindone, Bipolar fuzzy integrals, Fuzzy Sets and Systems, 220 (2013), 21-33. https://doi.org/
 10.1016/j.fss.2012.11.021
 [19] M. Hesham, J. Abbas, Multi-criteria decision making on the optimal drug for rheumatoid arthritis disease,
 Iraqi Journal of Science, 62(5) (2021), 1659-1665. https://doi.org/10.24996/ijs.2021.62.5.28
 [20] M. Kalina, B. Mihailovi´c, M. ˇ Strboja, Bipolar ordered weighted quasi-averages and induced bipolar ordered
 weighted averages: BIGOWA and IBIOWA operators, Iranian Journal of Fuzzy Systems, 22(3) (2025), 39-54.
 https://doi.org/10.22111/ijfs.2025.50487.8917
 [21] P. Karczmarek, A. Kiersztyn, W. Pedrycz, Generalized Choquet integral for face recognition, International
 Journal of Fuzzy Systems, 20(3) (2017), 1047-1055. https://doi.org/10.1007/s40815-017-0355-5
 [22] R. L. Keeney, H. Raiffa, Decision with multiple objectives, Cambridge University Press, 1976. https://doi.
 org/10.1017/CBO9781139174084
 [23] D. Kim, H. Kim, L. C. Jang, Some inequalities for generalized Choquet integrals of triangular fuzzy number
valued functions and its application, Iranian Journal of Fuzzy Systems, 21(6) (2024), 83-99. https://doi.org/
 10.22111/ijfs.2024.48347.8504
 [24] E. Lehrer, A new integral for capacities, Econ Theory, 39 (2009), 157-176.
 [25] Y. Liang, Y. Ju, X. Zeng, H. Li, P. Dong, T. Ju, A user-generated content-based social network large-scale
 group decision-making approach in healthcare service: Case study of general practitioners selection in UK,
 Expert Systems with Applications, 261 (2025), 125542. https://doi.org/10.1016/j.eswa.2024.125542
 [26] R. Mesiar, J. Abbas, J. Li, The 2-additive decomposition integrals and their applications, Fuzzy Sets and
 Systems, 507 (2025), 109316. https://doi.org/10.1016/j.fss.2025.109316
 [27] R. Mesiar, A. Mesiarov´a-Zem´ankov´a, K. Ahmad, Discrete Choquet integral and some of its symmetric exten
sions, Fuzzy Sets and Systems, 184(1) (2011), 148-155. https://doi.org/10.1016/j.fss.2010.11.013
 [28] R. Mesiar, A. Stupˇ nanov´a, Decomposition integrals, International Journal of Approximate Reasoning, 54(8)
 (2013), 1252-1259. https://doi.org/10.1016/j.ijar.2013.02.001
 [29] R. Mesiar, A. Stupˇ nanov´a, Integral sums and integrals, In Non-Additive Measures; V. Torra; Y. Narukawa; M.
 Sugeno, Eds., Springer, (2014), 63-78. https://doi.org/10.1007/978-3-319-03155-2_3
 [30] A. Naeem, J. Abbas, A computational model for multi-criteria decision making in traffic jam problem, Journal
 of Automation Mobile Robotics and Intelligent Systems, 15(2) (2022), 39-43. https://doi.org/10.14313/
 JAMRIS/2-2021/12
 [31] G. C. Rota, On the foundations of combinatorial theory I. Theory of M¨obius functions, Zeitschrift f¨ur
 Wahrscheinlichkeitstheorie und Verwandte Gebiete, 2 (1964), 340-368.
 [32] N. Shilkret, Maxitive measure and integration, Indagationes Mathematicae, 33 (1971), 109-116. https://doi.
 org/10.1016/S1385-7258(71)80017-3
 [33] A. Stupˇ nanov´a, A note on decomposition integrals, Communications in Computer and Information Sci
ence, Advances in Computational Intelligence, Part IV 300, (2012), 542-548. https://doi.org/10.1007/
 978-3-642-31724-8_57
 [34] Z. Wang, G. J. Klir, Generalized measure theory, Springer, Boston, 2009