Analysis of a Combined Parameter-Based Multi-objective Model for Performance Improvement in Wireless Networks

Multi-objective tree models are used to optimize more than one objective function. This mathematical approach focuses on decision-making models and are particularly suitable for wireless networks (i.e., decisions are taken between two or more conflicting objectives). In particular, a wireless network’s operation is based on multiple constraints (e.g., increased throughput requires higher-channel bandwidth and improved security requires complex key generation). In general, low bandwidth wireless networks suffer to provide better quality of service (QoS) and improved security. To achieve these multiple outcomes, a multi-objective optimization problem is analysed mathematically in this work. To the best of our knowledge, no other works deal with a multi-objective tree model for wireless denial of service problems with improved QoS.