1.

Record Nr.

UNINA9910983358603321

Autore

Qudrat-Ullah H (Hassan)

Titolo

Navigating complexity : AI and systems thinking for smarter decisions / / Hassan Qudrat-Ullah

Pubbl/distr/stampa

Cham, Switzerland : , : Springer, , [2025]

ISBN

9783031827426

3031827422

Edizione

[1st ed.]

Descrizione fisica

1 online resource (242 pages) : illustrations (some color)

Disciplina

658.4/03

Soggetti

Cognition

Social psychology

Cognitive psychology

Artificial intelligence

Operations research

Social Psychology

Cognitive Psychology

Artificial Intelligence

Operations Research and Decision Theory

Cognició

Psicologia social

Psicologia cognitiva

Intel·ligència artificial

Investigació operativa

Llibres electrònics

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references and index.

Nota di contenuto

1. Introduction: Overview of Complexity in Decision-Making -- 2. Theoretical Foundations of Complexity -- 3. Integrating Systems Thinking and AI -- 4. Tools and Techniques -- 5. Applications in Various Domains -- 6. Ethical, Social, and Practical Considerations -- 7. Future Directions and Innovations -- 8. Conclusion and the Way Forward.



Sommario/riassunto

This book, “Navigating Complexity: AI and Systems Thinking for Smarter Decisions” delves into the integration of Artificial Intelligence (AI) and systems thinking to enhance decision-making in complex and dynamic environments. Aimed at professionals, researchers, and academics in fields such as management, healthcare, sustainability, and public policy, it provides a comprehensive exploration of how these two approaches can be synergistically employed. The main topics include the theoretical foundations of complexity science, the practical application of AI and systems thinking tools, and real-world case studies demonstrating their combined use. These topics are crucial as they address the need for advanced methodologies to navigate and manage the increasing complexity in modern decision-making scenarios. The book seeks to solve the problem of effectively managing complexity by offering innovative frameworks and models that integrate AI’s data-driven capabilities with systems thinking’s holistic approach. This integration is essential for improving decision-making processes across various domains, providing readers with actionable insights and tools to tackle contemporary challenges.