Machine Learning Algorithms for Complex Decisions

L, Sharmila; M, Anandasimhan; R, Umamageshwari

ISBN 10: 6209697186 / ISBN 13: 9786209697180

Published by LAP Lambert Academic Publishing, 2026

About this Item

Seller Inventory # I-9786209697180

Bibliographic Details

• Title: Machine Learning Algorithms for Complex Decisions
• Publisher: LAP Lambert Academic Publishing
• Publication Date: 2026
• Language: English
• ISBN 10: 6209697186
• ISBN 13: 9786209697180
• Binding: Soft cover
• Condition: New

About this title

Synopsis

As machine learning continues to evolve, its role in decision making will expand beyond optimization toward understanding, foresight, and collaboration. The goal is not perfect prediction or automated control, but wiser decisions that acknowledge uncertainty, respect human dignity, and adapt to an ever-changing world. By grounding machine learning in sound theory, ethical reflection, and practical insight, we move closer to decision systems that serve not only efficiency but also equity, sustainability, and collective well-being.As the scope of machine learning in complex decision making continues to expand, it becomes increasingly important to reflect on the deeper implications of delegating elements of judgment to computational systems. Decisions are not isolated technical events; they are embedded within cultural norms, institutional structures, and human experiences. Machine learning systems, no matter how advanced, operate within these contexts and inevitably influence them. This reciprocal relationship means that the impact of algorithmic decision making extends beyond efficiency gains into the shaping of behaviours, incentives, and expectations across societies.