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    1. Data och IT
    2. Systemvetenskap och AI
    3. Artificiell intelligens

    Computational Intelligence Techniques for Sustainable Supply Chain Management

    AvSanjoy Kumar Paul,Sandeep Kautish

    Häftad, Engelska, 2024

    Del i serien Uncertainty, Computational Techniques, and Decision Intelligence

    1 722 kr

    Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

    Beskrivning

    Computational Intelligence Techniques for Sustainable Supply Chain Management presents state-of-the-art computational intelligence techniques and applications for supply chain sustainability issues and logistic problems, filling the gap between general textbooks on sustainable supply chain management and more specialized literature dealing with methods for computational intelligence techniques. This book focuses on addressing problems in advanced topics in the sustainable supply chain and will appeal to practitioners, managers, researchers, students, and professionals interested in sustainable logistics, procurement, manufacturing, inventory and production management, scheduling, transportation, and supply chain network design.



    • Serves as a reference on computational intelligence-enabled sustainable supply chains for graduate students in computer/data science, industrial engineering, industrial ecology, and business
    • Explores key topics in sustainable supply chain informatics, that is, heuristics, metaheuristics, robotics, simulation, machine learning, big data analytics and artificial intelligence
    • Provides a foundation for industry leaders and professionals to understand recent and cutting-edge methodologies and technologies in the domain of sustainable supply chain powered by computational intelligence techniques

    Produktinformation

    • Utgivningsdatum:2024-05-23
    • Mått:152 x 229 x 24 mm
    • Vikt:730 g
    • Format:Häftad
    • Språk:Engelska
    • Serie:Uncertainty, Computational Techniques, and Decision Intelligence
    • Antal sidor:468
    • Förlag:Elsevier Science
    • ISBN:9780443184642

    Utforska kategorier

    • Artificiell intelligens inom Data och IT
    • Projektledning inom Ekonomi och Ledarskap
    • Företagsekonomi inom Ekonomi och Ledarskap

    Mer om författaren

    Sanjoy Kumar Paul, PhD is an Associate Professor in operations and supply chain management at the University of Technology Sydney (UTS), Sydney, Australia. He has published more than 140 articles in top-tier journals. He is also an associate editor, area editor, editorial board member, and active reviewer of several reputed journals. Dr. Paul has received several awards, including the ASOR Rising Star Award from the Australian Society for Operations Research, the Excellence in Early Career Research Award from the UTS Business School, and the Stephen Fester Prize for most outstanding thesis from UNSW. Based on his citation records in 2020, 2021 and 2022, he was included in the top 2% of scientists in author databases of standardized citation indicators. His research interests include sustainable supply chain management, supply chain resilience, applied operations research, modeling and simulation, and intelligent decision-making.Sandeep Kautish, PhD is Professor and Director at Apex Institute of Technology (AIT-CSE), Chandigarh University, Punjab India and an academician by choice and has more than 20 years of full-time experience in teaching and research. He has been associated with Asia Pacific University Malaysia for over five years at their TNE site at Kathmandu Nepal in the capacity of Director-Academics. He earned his doctorate degree in Computer Science on Intelligent Systems in Social Networks. He has over 100 publications and his research works have been published in highly reputed journals, i.e., IEEE Transaction of Industrial Informatics, IEEE Access, and Multimedia Tools and Applications, etc. Dr. Kautish has edited 24 books with leading publishers, i.e., Elsevier, Springer, Emerald, and IGI Global, and is an editorial member/reviewer of various reputed journals. His research interests include healthcare analytics, business analytics, machine learning, data mining, and information systems.

    Innehållsförteckning

    • 1. A review of computational tools, techniques, and methods for sustainable supply chains2. Big Data Analytics in Construction: Laying the Groundwork for Improved Project Outcomes3. Role of UAVs in Sustainable Supply Chain: Queuing theory and Ant Colony Optimization Approach4. Applying Machine Learning to investigate the enablers of Sustainable Supply Chain Management5. Scenario Analysis for Long-term Planning: Stratified Decision-Making Models in Sustainable Supply Chains6. Machine Learning Techniques for Sustainable Industrial Process Control7. Intelligent Sustainable Infrastructure for procurement and distribution8. Machine Learning Techniques for Route Optimizations and Logistics Management Description9. Improving Sustainable Supply Chain through Robotics10. Computational techniques for green procurement and production11. Predictive big data analytics for supply chain demand forecasting12. Bayesian Network Based on Cross Bow-tie to Analyze Differential Effects of Internal and External Risks on Sustainable Supply Chain13. Optimizing Supply Chain Operations through Digitalization and Customer-centric Strategies: A Case Study of Bigbasket.com14. Applications of Artificial Intelligence in Echo Global Logistics
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