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Prospects And Possibilities Of Implementing Bio-Inspired Ai Technologies In The Model Of Management Of Remediation Of War-Affected Territories

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  • BOHDAN CHERNIAVSKYI

    (Faculty of Economics and Technical Sciences, University of Applied Sciences in Konin, Konin, Przyjażni 1, 62-510, Poland)

Abstract

This article explores the theoretical and practical aspects of applying bio-inspired algorithms in an optimization model for managing the remediation of war-affected areas. The author analyzes the dialectical relationship between the increasing complexity, changing nature, and scale of the impact of military conflicts and the modernization of approaches to remediation. This modernization enables a better adaptation to evolving situations and the selection of optimal, environmentally conscious, and innovative solutions. The implementation of unconventional approaches becomes crucial in scenarios where military conflicts result in phenomena such as environmental catastrophe, ecocide, genocide, and urbicide, which require the coordination of a large number of agents and a more extensive, integrated approach. Bio-inspired algorithms, with their ability to adapt to changing conditions and process large datasets, can optimize remediation management processes. The author examines how integrating bio-inspired approaches such as Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), and Particle Swarm Optimization (PSO) with spatial analysis technologies like Geographic Information Systems (GIS) can improve forecasting accuracy, enhance resource allocation, and accelerate the recovery of war-affected areas.

Suggested Citation

  • Bohdan Cherniavskyi, 2025. "Prospects And Possibilities Of Implementing Bio-Inspired Ai Technologies In The Model Of Management Of Remediation Of War-Affected Territories," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue si, pages 49-66, June.
  • Handle: RePEc:aic:revebs:y:2025:j:si:cherniavskyib
    DOI: 10.47743/rebs-2025-si-0004
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    JEL classification:

    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • H56 - Public Economics - - National Government Expenditures and Related Policies - - - National Security and War
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q01 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Sustainable Development
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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