Metaheuristics for Resource Deployment under Uncertainty in Complex Systems

ISBN-13: 9781032065243 / Miękka / 2023 / 192 str.

USA) Pardalos Panos (Uni of Florida

Opis

This book analyzes how to set locations for the deployment of resources to incur the best performance at the lowest cost. Resources can be static nodes and moving nodes while services for a specific area or for customers can be provided.

Spis treści

1. Introduction 2. Stochastic Node Deployment for Area Coverage Problem 3. Stochastic Dynamic Node Deployment for Target Coverage Problem 4. Robust Node Deployment for Cooperative Coverage Problem 5. Fuzzy Node Deployment for Cooperative Coverage Problem 6. Simulation-based Evaluation Analysis of Node Deployment under Risk Preference 7. Overview and Future Directions

O autorze

Shuxin Ding is currently an assistant researcher with the Signal and Communication Research Institute, China Academy of Railway Sciences Corporation Limited. His current research interests include railway scheduling, evolutionary computation, multi-objective optimization, and optimization under uncertainty.

Chen Chen is currently a professor with the School of Automation, Beijing Institute of Technology. Her current research interests include complicated systems, multi-objective optimization, and distributed simulation.

Qi Zhang is currently a chief researcher of China Academy of Railway Sciences Corporation Limited, and a leader in railway technical expertise. His research interests include railway signal and communication, automatic train operation, train operation control, intelligent dispatching, and cooperative control of multiple trains.

Bin Xin is currently a professor with the School of Automation, Beijing Institute of Technology. His current research interests include search and optimization, evolutionary computation, unmanned systems, and multi-agent systems.

Panos M. Pardalos is a Distinguished Professor in the Department of Industrial and Systems Engineering at the University of Florida, and an affiliated faculty of the Biomedical Engineering and Computer Science & Information & Engineering departments. He has published over 500 journal papers and edited/authored over 200 books. He is one of the most cited authors and has graduated 65 Ph.D. students so far.