Optimization Models and Strategy Approaches Dealing with Economic Crises, Natural Disasters, and Pandemics – An Overview

1 Abubakar, A., G. A. D. Utari, P. Azwar. Early Warning Indicators and Optimal Policies for Mitigating Economic Crises: Evidence from Meta – Analysis. – BMEB Bulletin of Monetary Economics and Banking, Vol. 23, 2020, No 2. https://doi.org/10.21098/bemp.v23i1.1421 Search in Google Scholar

2 Akwafuo, S., A. R. Mikler, F. A. Irany. Optimization Models for Emergency Response and Post-Disaster Delivery Logistics: A Review of Current Approaches. – International Journal of Engineering Technologies and Management Research, Vol. 7, August 2020, No 8, pp. 35-49. DOI: https://doi.org/10.29121/ijetmr.v7.i8.2020.738. Search in Google Scholar

3 Al-Dabbagh, Z. S. Sustainable Development and Its Role in Containing Crises: Corona Virus Pandemic Crisis (COVID-19) in China as a Model. – Journal of Public Affairs, Vol. 20, 2020, No 4. https://doi.org/10.1002/pa.2339 Search in Google Scholar

4 Altman, E. I. Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy. – Journal of Finance, Vol. XXIII, September 1968, No 4, pp. 589-609. Search in Google Scholar

5 Bailey, I., R. Hopkins, G. Wilson. Some Things Old, Some Things New: The Spatial Representations and Politics of Change of the Peak Oil Relocalisation Movement. – Geoforum, Vol. 41, 2010, pp. 595-605. http://dx.doi.org/10.1016/j.geoforum.2009.08.007 Search in Google Scholar

6 Bansal, P., M. DesJardine. Business Sustainability: It Is about Time. – Strategic Organization, Vol. 12, 2014, No 1, pp. 70-80. DOI: 10.1177/1476127013520265. Search in Google Scholar

7 Beer, S. Cybernetics and Management. London, English Universities Press, 1959. Search in Google Scholar

8 Beer, S. Towards the Cybernetic Factory. – In: Principles of Self Organization, Symposium, Оxford, Pergamon Press, 1960. Search in Google Scholar

9 Beer, S. Brain of the Firm: A Development in Management Cybernetics. New York, NY, Herder and Herder, 1972. Search in Google Scholar

10 Beer, S. The Viable System Model: Its Provenance, Development, Methodology and Pathology. – Journal of the Operational Research Society, Vol. 35, 1984, No 1, pp. 7-25. Search in Google Scholar

11 Beer, S. The Heart of Enterprise. Chichester, John Wiley, 1979. Search in Google Scholar

12 Beer, S. Diagnosing the System for Organizations. John Wiley, 1985. Search in Google Scholar

13 Bekmezci, M. Taking Competitive Advantage by Business Model Innovation. – Journal of Management and Economics, Vol. 20, 2013, No 1, pp. 291-314. https://dergipark.org.tr/en/pub/yonveek Search in Google Scholar

14 Bell, S. Organisational Resilience: A Matter of Organisational Life and Death Contin. – Resilence Review, Vol. 1, 2019, pp. 5-16. Search in Google Scholar

15 Bodea, C., C. Houle, H. Kim. Do Financial Crises Increase Income Inequality? – World Development, Vol. 147, 2021, p.105635. Search in Google Scholar

16 Boeva, B., S. Zhivkova, I. Stoychev. Corporate Governance and the Sustainable Development. – European Journal of Economics and Business Studies, Vol. 7, January-April 2017, No 1, pp. 17-24. DOI: 10.26417/ejes.v7i1.p17-24. Search in Google Scholar

17 Bondarenko, T. G., E. A. Isaeva, S. A. Orekhov, A. U. Soltakhanov. Optimization of the Company Strategic Management System in the Context of Economic Instability. – European Research Studies Journal, Vol. XX, 2017, Issue 2B, pp. 3-24. Search in Google Scholar

18 Boonmee, C., M. Arimura, T. Asada. Facility Location Optimization Model for Emergency Humanitarian Logistics, 1 September 2017. – International Journal of Disaster Risk Reduction, Vol. 24, 2017, pp. 485-498. Search in Google Scholar

19 Boonstra, B., L. Boelens. Self-Organisation in Urban Development: Towards a New Perspective on Spatial Planning. – Urban Research and Practice, Vol. 4, 2011, No 2, pp. 99-122. http://dx.doi.org/ http://dx.doi.org/10.1080/17535069.2011.579767 Search in Google Scholar

20 Borissova, D., I. Mustakerov, D. Korsemov. Business Intelligence System via Group Decision Making. – Cybernetics and Information Technologies, Vol. 16, 2016, No 3, pp. 219-229. Search in Google Scholar

21 Borissova, D., N. Keremedchieva, D. Keremedchiev. Business Intelligence Approach to Support Decision Making in Publishing Sector. – MIPRO, 2020, pp. 1532-1537. ISSN:1847-3946. Search in Google Scholar

22 Cao, C., C. D. Li, Q. Yang, F. S. Zhang. Multi-Objective Optimization Model of Emergency Organization Allocation for Sustainable Disaster Supply Chain, November 2017. – Sustainability, Vol. 9, 2103, No 11. DOI: 10.3390/su9112103. https://www.researchgate.net/publication/321142502_Multi-Objective_Optimization_Model_of_Emergency_Organization_Allocation_for_Sustainable_Disaster_Supply_Chain Search in Google Scholar

23 Cárdenas, M., J. J. G. Ayala. Planning a Sustainable Post-Pandemic Recovery in Latin America and the Caribbean. UNDP LAC C19 PDS No 21. UNDP Latin America and the Caribbean #COVID19 | Policy Documents Series, 2020. www.latinamerica.undp.org Search in Google Scholar

24 Coffrin, C., P. Van Hentenryck, R. Bent. Spatial and Objective Decompositions for Very Large SCAPs. – In: T. Achterberg, J. C. Beck, Eds. Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems. CPAIOR 2011. – Lecture Notes in Computer Science, Vol. 6697, 2011, Berlin, Heidelberg, Springer. https://doi.org/10.1007/978-3-642-21311-3_8 Search in Google Scholar

25 Colon, C. Modeling Economic Resilience. Dynamical Systems [math.DS]. Universite Paris-Saclay, 2016, English, NNT: 2016SACLX098. tel-01495705. Ph. D. Thesis from the University of Paris-Saclay Prepared at the Ecole Polytechnique, 26 March 2017. https://www.researchgate.net/publication/316186817_Modeling_economic_resilience Search in Google Scholar

26 Curtis, S. K., O. Mont. Sharing Economy Business Models for Sustainability. – Journal of Cleaner Production, Vol. 266, 2020, 121519. ISSN 0959-6526. https://doi.org/10.1016/j.jclepro.2020.121519. Search in Google Scholar

27 Dube, M, A. Kaba, T. Cronin, S. Barnes, T. Fuselli, V. Grant. COVID-19 Pandemic Preparation: Using Simulation for Systems-Based Learning to Prepare the Largest Healthcare Workforce and System in Canada. – Advances in Simulation, Vol. 5, 2020, No 22. https://doi.org/10.1186/s41077-020-00138-w https://advancesinsimulation.biomedcentral.com/articles/10.1186/s41077-020-00138-w Search in Google Scholar

28 Eccles, R. G., I. Ioannou, G. Serafeim. The Impact of Corporate Sustainability on Organizational Processes and Performance. – Management Science, Vol. 60, 2014, No 11, pp. 2835-2857. Search in Google Scholar

29 Eriksson, K. Self-Service Society: Participative Politics and New Forms of Governance. – Public Administration, Vol. 90, 2012, No 3, pp. 685-698. http://dx.doi.org/10.1111/j.1467-9299.2011.01996.x Search in Google Scholar

30 Espejo, R., A. Reyes. Organizational Systems: Managing Complexity with the Viable System Model. – Springer Science & Business Media, 2011. Search in Google Scholar

31 Eurostat. Unemployment Statistics. 2015 (Online). http://ec.europa.eu/eurostat/statistics-explained/index.php/Unemployment statistics Search in Google Scholar

32 Frey, A., M. Trenz, D. Veit. The Role of Technology for Service Innovation in Sharing Economy Organizations – A Service-Dominant Logic Perspective. – In: Proc. of 25th European Conference on Information Systems (ECIS’17), Guimarães, Portugal, 5-10 June 2017, pp. 1885-1901. ISBN: 978-989-20-7655-3 Research Papers. http://aisel.aisnet.org/ecis2017_rp/121 Search in Google Scholar

33 Gao, J., P. Bansal. Three-Dimensional Interactions of Circular Crack in Transversely Isotropic Piezoelectric Space with Resultant Sources. – J. Business Ethics, Vol. 112, 2013, pp. 241-55. Search in Google Scholar

34 Gaul, V. Electronic Design Automation Software Market. December 2020, p. 267. https://www.alliedmarketresearch.com/electronic-design-automation-software-market Search in Google Scholar

35 Ghasemi, P., K. Khalili-Damghani, A. Hafezalkotob, S. Raissi. Stochastic Optimization Model for Distribution and Evacuation Planning (A Case Study of Tehran Earthquake) October 2019. – Socio-Economic Planning Sciences, Vol. 71, 2019, No 2, 100745. DOI:10.1016/j.seps.2019.100745. Search in Google Scholar

36 Gillis, M., R. Urban, A. Saif, N. Kamal, M. Murphy. A Simulation-Optimization Framework for Optimizing Response Strategies to Epidemics. – Operations Research Perspectives, Vol. 8, 2021. https://doi.org/10.1016/j.orp.2021.100210 https://www.sciencedirect.com/science/article/pii/S2214716021000269 Search in Google Scholar

37 Guliashki, V., G. Marinova, A. Bitri. Data Analytics, Viability Modeling and Investment Plan Optimization of EDA Companies in Case of Disruptive Technological Event. – In: Proc. of Future Technologies Conference (FTC’22), 20-21 October 2022, Vancouver, Canada. Kohei Arai, Ed. Vol. 1, Springer, eBook. – Lecture Notes in Networks and Systems, Vol. 559, pp. 669-680. ISSN: 2367-3370. ISBN: 978-3-031-18461-1. Print ISBN 978-3-031-18460-4. https://doi.org/10.1007/978-3-031-18461-1 Search in Google Scholar

38 Gutjahr, W. J., P. C. N o l z. Multicriteria Optimization in Humanitarian Aid. – European Journal of Operational Research, Vol. 252, 16 July 2016, Issue 2, pp. 351-366. Search in Google Scholar

39 Hamsal, M., M. Ichsan. Business Sustainability in the Times of Crisis: Propositions and Framework. – In: IOP Conference Series: Earth and Environmental Science, Vol. 729, 2021, No 1, 012049. DOI: 10.1088/1755-1315/729/1/012049. Search in Google Scholar

40 Hultman, L., J. Kathman, M. Shannon. United Nations Peacekeeping and Civilian Protection in Civil War. – American Journal of Political Science, Vol. 57, 2013, No 4, pp. 875-891. Search in Google Scholar

41 International Energy Agency. Energy in the Western Balkans, the Path to Reform and Reconstruction. 2008. http://www.iea.org/publications/freepublications/publication/balkans2008.pdf Search in Google Scholar

42 Johnson, M. W., C. M. Christensen, H. Kagermann. Reinventing Your Business Model. – Harvard Business Review, Vol. 86, 2008, No 12, pp. 50-59. Search in Google Scholar

43 Khorbatly, M. Numerical Optimization Applied to Crisis Management: A Hybrid Approach for Solving the Integrated Problem of Scheduling and Resource Allocation. – General Mathematics [math.GM]. Normandie Université, 2018. Search in Google Scholar

44 Kuckertz, A., L. Brändle, A. Gaudig, S. Hinderer, C. A. M. Reyes, A. Prochotta, K. M. Steinbrink, E. S. C. Berger. Startups in Times of Crisis – A Rapid Response to the COVID-19 Pandemic. – Journal of Business Venturing Insights, Vol. 13, 2020, e00169. https://doi.org/10.1016/j.jbvi.2020.e00169 Search in Google Scholar

45 Lee, T. Global Health in a Turbulence Time: A Commentary. – Asian Journal of WTO & International Health Law and Policy, Vol. 15, 2020, pp. 27-60. Search in Google Scholar

46 Liu, Y., J. Min, L. Celia. The Challenges and Opportunities of a Global Health Crisis: The Management and Business Implications of COVID-19: Asian Perspective. – Asian Bus. Manag., Vol. 19, 2020, pp. 277-297. Search in Google Scholar

47 Loayza, N. V., S. Apurva, S. Nurlina, W. Lucie. Recovery from the Pandemic Crisis: Balancing Short-Term and Long-Term Concerns. Research and Policy Brief;. World Bank, Washington, DC. © World Bank. License: CC BY 3.0 IGO. 2020. https://openknowledge.worldbank.org/handle/10986/34462 Search in Google Scholar

48 Loorbach, D., F. Avelino, A. Haxeltine, J. M. Wittmayer, T. O’Riordan, P. Weaver, R. Kemp. The Economic Crisis as a Game Changer? Exploring the Role of Social Construction in Sustainability Transitions. – Ecology and Society, Vol. 21, 2016, No 4, 15. http://dx.doi.org/10.5751/ES-08761-210415 Search in Google Scholar

49 Lüdeke-Freund, F., T. Froese, S. Schaltegger. The Role of Business Models for Sustainable Consumption: A Pattern Approach. – In: O. Mont, Ed. A Research Agenda for Sustainable Consumption Governance. Cheltenham, Edward Elgar, 2019, pp. 86-104. Search in Google Scholar

50 Lüdeke-Freund, F., T. Froese. Unlocking Sustainable Business Model Innovation for a Post-Crisis Economy. – In: ESCP Impact Paper No 2020-31-EN. ESCP Research Institute of Management (ERIM). 2020. https://academ.escpeurope.eu/pub/IP%202020-31-EN.pdf Search in Google Scholar

51 Lusch, R. F., S. Nambisan. Service Innovation: A Service-Dominant Logic Perspective. – MIS Quarterly, Vol. 39, 2015, No 1, pp. 155-175. Search in Google Scholar

52 Manfield, R. C., L. R. Newey. Resilience as an Entrepreneurial Capability: Integrating Insights from a Cross-Disciplinary Comparison. – International Journal of Entrepreneurial Behavior & Research, Vol. 24, 2018, pp. 1155-1180. Search in Google Scholar

53 Marinova, G. I., A. Bitri. Review on Formalization of Business Model Evaluation for Technological Companies with Focus on the Electronic Design Automation Industry. – In: Proc. of IFAC Conf. (TECIS’21), September 2021, Moscow, Russia, pp. 630-634 Search in Google Scholar

54 Marinova, G. I., A. Bitri. Assessment and Forecast of EDA Company Viability in Case of Disruptive Technological Events. – In: Proc. of 10th Vienna International Conference on Mathematical Modelling (MATHMOD’22), Vol. Report 17, 2022, Austria, ARGESIM, pp. 33-34. ISBN 978-3-901608-95-7. DOI: 10.11128/arep.17.a17084 33. Search in Google Scholar

55 Meerkerk, I., B. Boonstra, J. Edelenbos. Self-Organization in Urban Regeneration: A Two-Case Comparative Research. – European Planning Studies, Vol. 21, 2012, No 10, pp. 1630-1652. http://dx.doi.org/10.1080/09654313.2012.722963 Search in Google Scholar

56 Mulder, P. Viable System Model (VSM). – ToolsHero, 2018 (Retrieved on 05.02.2022). https://www.toolshero.com/management/viable-system-model/ Search in Google Scholar

57 Nambisan, S. Information Technology and Product/Service Innovation: A Brief Assessment and Some Suggestions for Future Research. – Journal of the Association for Information Systems, Vol. 14, 2013, No 4, pp. 215-226. Search in Google Scholar

58 Newell, R. G. Balancing Policies for Energy Efficiency and Climate Change. – Resources, Summer 2000, Issue 140, pp. 14-17. Search in Google Scholar

59 Obrenovic, B., J. Du, D. Godinic, D. Tsoy, M. A. S. Khan, I. Jakhongirov. Sustaining Enterprise Operations and Productivity during the COVID-19 Pandemic: Enterprise Effectiveness and Sustainability Model. – Sustainability, Vol. 12, 2020, 5981. https://doi.org/10.3390/su1215598. Search in Google Scholar

60 OECD. Strategis Response to the Financial and Econimic Crisis. Contributions to the Global Effort. Organisation for Economic Co-Operation and Development, 2009. https://www.oecd.org/economy/42061463.pdf Search in Google Scholar

61 OECD. The Performance of the OECD’s Composite Leading Indikator During the 2007 Financial Crisis. The Statistik Newsletter-OECD. 2011. Search in Google Scholar

62 OECD/IEA, Energy and Climate Change, International Energy Agency. 2015. https://www.iea.org/publications/freepublications/publication/WEO2015SpecialReportonEnergyandClimateChange.pdf Search in Google Scholar

63 Oh, L. B., H. H. Teo. The Impacts of Information Technology and Managerial Proactiveness in Building Net-Enabled Organizational Resilience. – IFIP Int. Fed. Inf. Process, Vol. 206, 2006, pp. 33-50. Search in Google Scholar

64 Ortuño, M. T., G. Tirado, B. Vitoriano. A Lexicographical Goal Programming Based Decision Support System for Logistics of Humanitarian Aid. – TOP, Vol. 19, 2011, pp. 464-479. https://doi.org/10.1007/s11750-010-0138-8 Search in Google Scholar

65 Petrov, I. Entropy and Hierarchy of Competition in the World Semiconductor Market during COVID-19 Pandemics. In: Proc. of Int. Conf. Automatics and Informatics (ICAI’21), 30 September-3 October 2021, Varna, Bulgaria. Technical University of Varna, IEEE by Bulgarian Section and Federation of the Scientific Engineering Unions, Varna, Bulgaria, IEEE Xplore, 2021, pp. 167-173. ISBN:978-1-6654-2661-9. DOI: https://doi.org/10.1109/ICAI52893.2021.9639865. Search in Google Scholar

66 Petrov, I. Information Entropy Contribution to COVID-19 Waves Analysis. – In: Proc. of 1st IFIP TC 5 International Conference ANTICOVID 2021, 28-29 June 2021, Revised, Selected Papers. A. Byrski, T. Czachorski, Eds. Springer, Computer Science Protecting Human Society Against Epidemics, Vol. 616, 2021, pp. 65-76. ISSN: 1868-4238. https://doi.org/10.1007/978-3-030-86682-5 Search in Google Scholar

67 Petrov, N., T. Balabanov, I. Petrov. For the National Security and the Risk as Probability Phenomenon. – Science, Education, Intellect, Vol. 12, 2021, pp. 88-99. ISSN 1314-717X. Search in Google Scholar

68 Quttineh, N.-H. Models and Methods for Costly Global Optimization and Military Decision Support Systems. Dissertation, Linköping University, SE-581 83, Linköping, Sweden, 2012. Search in Google Scholar

69 Rai, S. S., S. Rai, N. K. Singh. Organizational Resilience and Social-Economic Sustainability: COVID-19 Perspective. – Environment Development Sustainability, Vol. 23, 2021, pp. 12006-12023. https://doi.org/10.1007/s10668-020-01154-6 Search in Google Scholar

70 Ritchie, H., M. Roser. Natural Disasters. 2021. https://ourworldindata.org/natural-disasters Search in Google Scholar

71 Richtnér, A., H. Löfsten. Managing in Turbulence: How the Capacity for Resilience Influences Creativity. – R D. Manager, Vol. 44, 2014, pp. 137-51 Search in Google Scholar

72 Rubin, P. A. Solving Mixed Integer Classification Problems by Decomposition. – Annals of Operations Research, Vol. 74, 1997, pp. 51-64. Search in Google Scholar

73 Sadeghi, M. E., M. Khodabakhsh, M. R. Ganjipoor, H. Kazemipoor, H. Nozari. A New Multi Objective Mathematical Model for Relief Distribution Location at Natural Disaster Response Phase. – International Journal of Innovation in Engineering, Vol. 1, 2021, Issue 1, pp. 29-54. https://ijie.ir/index.php/ijie/article/view/6/54 Search in Google Scholar

74 Sarlin, P., G. Schweinitz. Optimizing Policymakers’ Loss Functions in Crisis Prediction: Before, Within or After? – In: Working Paper Series. Europian Central Bank, February 2017, No 2025 (Retrieved on 05.02.2022). https://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp2025.en.pdf Search in Google Scholar

75 Sharma, P., T. Y. Leung, R. P. J. Kingshott, N. S. Davcik, S. Cardinali. Managing Uncertainty during a Global Pandemic: An International Business Perspective. – J. Business Res., Vol. 116, 2020, pp. 188-192. Search in Google Scholar

76 Soltysik, R. C. F., P. R. Yarnold. The Warmack-Gonzalez Algorithm for Linear Two-Group Multi-Variable Optimal Discriminant Analysis. – Computers & Operations Research, Vol. 21, 1994, pp. 735-745. Search in Google Scholar

77 Stead, J. G., W. E. Stead. Sustainable Strategic Management. e-Book, Published 1 October 2017, p. 305. https://doi.org/10.4324/9781351276320 Search in Google Scholar

78 Tauscher, K., S. M. Laudien. Understanding Platform Business Models: A Mixed Methods Study of Marketplaces. – Eur. Manag. J., Vol. 36, 2018, No 3, pp. 319-329. https://doi.org/10.1016/j.emj.2017.06.005 Search in Google Scholar

79 Vargo, S. L., R. F. Lusch. Evolving to a New Dominant Logic for Marketing. – Journal of Marketing, Vol. 68, 2004, No 1, pp. 1-17. Search in Google Scholar

80 Vanderhoven, E., A. Steiner, S. Teasdale, F. Calo. Can Public Venture Capital Support Sustainability in the Social Economy? Evidence from a Social Innovation Fund. – Journal of Business Venturing Insights, Vol. 13, 2020, e00166. https://doi.org/10.1016/j.jbvi.2020.e00166 Search in Google Scholar

81 Vezneva, M. In Anticipation of the Apocalypse. InfoDar, Sofia, 1993. 64 p. Search in Google Scholar

82 Warmack, R. E., R. C. Gonzalez. An Algorithm for the Optimal Solution of Linear Inequalities and Its Application to Pattern Recognition. – IEEE Transactions on Computers, Vol. C-22, 1973, pp. 1065-1075. Search in Google Scholar

83 World Commission on Environment and Development. – Our Common Future, New York, Oxford University Press, 1987. Search in Google Scholar

84 Xiang, S., S. Rasool, Y. Hang, K. Javid, T. Javed, A. E. Artene. The Effect of COVID-19 Pandemic on Service Sector Sustainability and Growth. – Frontiers Psychology, Vol. 12, 2021, 633597. DOI: 10.3389/fpsyg.2021.633597. Search in Google Scholar

85 Yu, W., M. A. Jacobs, R. Chavez, J. Yang. Dynamism, Disruption Orientation, and Resilience in the Supply Chain and the Impacts on Financial Performance: A Dynamic Capabilities Perspective. – Int. J. Production Economics, Vol. 218, 2019, pp. 352-62. Search in Google Scholar

86 Zamanifar, M., T. Hartmann. Optimization-Based Decision-Making Models for Disaster Recovery and Reconstruction Planning of Transportation Networks. – Natural Hazards, Vol. 104, October 2020, No 1. DOI: 10.1007/s11069-020-04192-5. https://www.researchgate.net/publication/343223816_Optimization-based_decision-making_models_for_disaster_recovery_and_reconstruction_planning_of_transportation_networks Search in Google Scholar

87 Zhou, X., J. Zhao, D. Zheng, Y. Yu, L. Liu. Agent-Based Simulation of Virus Testing in Certain-Exposure Time through Community Health Service Centers’ Evaluation – A Case Study of Wuhan, 2021 (Retrieved on 05.02.2022). https://www.mdpi.com/2227-9032/9/11/1519/htm Search in Google Scholar

88 Zokaee, S., A. Bozorgi-Amiri, S. J. Sadjadi. A Robust Optimization Model for Humanitarian Relief Chain Design under Uncertainty. – Applied Mathematical Modelling, Vol. 40, 2016, Issues 17-18, pp. 7996-8016. ISSN 0307-904X. https://doi.org/10.1016/j.apm.2016.04.005 Search in Google Scholar