Neural Networks and Rules-based Systems used to Find Rational and Scientific Correlations between being Here and Now with Afterlife Conditions
February 17, 2026
Neural Networks and Rules-based Systems used to Find Rational and
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Crossref Journal DOI 10.17406/GJMBR
Print ISSN 0975-5853
e-ISSN 2249-4588
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Neural Networks and Rules-based Systems used to Find Rational and
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Abstract- This paper explores the integration of Circular Economy (CE) principles into commercial contract design. It demonstrates the traditional commercial contracts character-istics, often focusing on cost reduction and performance targets without integrating sustainability and CE principles as a primary focus element. This is highlighted as a key weakness that may be considered a barrier, as it does not obligate contractors to retrieve any resources after products or materials reach their end-of-life cycle. The paper proposes designing commercial contracts using several strategies that extend supplier responsibilities, introduce incentive-based payments for product recovery actions at the end-of-life cycle, and integrate these requirements into the commercial contract Scope of Work. By aligning contract terms with CE principles, companies can strengthen sustainability outcomes while sustaining business operational excellence and long-term business goals.
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