Application of Advanced Optimization Techniques for Healthcare Analytics - Couverture souple

Abdel-Basset, Mohamed; Chakrabortty, Ripon K.; Mohamed, Reda

Couverture souple

ISBN 10 : 1032351586 ISBN 13 : 9781032351582

Editeur : CRC Press, 2024

Synopsis

This book demonstrates how optimization techniques can solve hospital analytics problems. It covers advanced heuristic, meta-heuristic, DL/ML, multi-criteria decision making (MCDM), and prescriptive models, but also encompasses different supply chain, logistics, planning, scheduling, and medical imaging issues related to hospital analytics.

A propos du livre

À propos de l?auteur

MOHAMED ABDEL-BASSET (Senior Member, IEEE) received the BSc, MSc, and Ph.D degrees in operations research from the Faculty of Computers and Informatics, Zagazig University, Egypt. He is currently an Associate Professor with the Faculty of Computers and Informatics, Zagazig University. He has published more than 200 articles in international journals and conference proceedings. He is working on the application of multi-objective and robust metaheuristic optimization techniques. His current research interests include optimization, operations research, data mining, computational intelligence, applied statistics, decision support systems, robust optimization, engineering optimization, multi-objective optimization, swarm intelligence, evolutionary algorithms, and artificial neural networks. He is an editor and a reviewer of different international journals and conferences.

RIPON K. CHAKRABORTTY (Senior Member, IEEE) is the Program Coordinator for Master of Decision Analytics and Master of Engineering Science Programs, and the team leader of 'Decision Support & Analytics Research Group' at the School of Engineering & Information Technology, UNW Canberra, Australia. He obtained his Ph.D from the same University in 2017 while completing his MSc and BSc from Bangladesh University of Engineering & Technology in Industrial & Production Engineering in 2013 and 2009, respectively. He has written four book chapters and over 170 technical journal and conference papers. His research interest covers a wide range of topics in operations research, project management, supply chain management, artificial intelligence, and information systems management. Many organizations have funded his research program, such as the Department of Defence, Commonwealth Government, Australia. He is an associate editor and a reviewer of different international journals and conferences.

REDA MOHAMED received his BSc degree from the Department of Computer Science, Faculty of Computers and Informatics, Zagazig University, Egypt. He is working on the application of multi-objective and robust metaheuristic optimization techniques in computational intelligence. His research interests include robust optimization, multi-objective optimization, swarm intelligence, evolutionary algorithms, and artificial neural networks.

Détails de l'édition

• Éditeur: CRC Press
• Date d'édition: 2024
• Langue: anglais
• ISBN 10: 1032351586
• ISBN 13: 9781032351582
• Reliure: Broché
• Nombre de pages: 244
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible