Network intrusion detection is a significant issue faced by the Information technology industry. Hacker's attacks set of techniques cause confusion network and computer systems, therefore, need for penetration process became urgent. This paper proposed an optimization method to detect potential on packets effectively defining unfamiliar patterns in massive volume traffic. Initially, packet char...

In the current circumstance, Web Service Composition (WSC) was introduced to address complex user needs concerning Quality of Services (QoS). WSC problem, are divided into a set tasks. The corresponding web services retrieved from discovery according functionality each task, and have different non-functional constraints, such as QoS. problem is multi-objective optimization classified an NP-hard...

Many optimization problems have been successfully addressed using metaheuristic approaches. These approaches are frequently able to choose the best answer fast and effectively. Recently, use of swarm-based algorithms, a kind approach, has become more common. In this study, hybrid method called WOAGWO is proposed by combining Whale Optimization Algorithm (WOA) Grey Wolf (GWO). This aims realize ...

To build a synchronization error prediction model for the machine tool efficiently, robust whale optimization algorithm (RWOA) method proposed in this study is applied to hyperparameter of its model. The RWOA integrated non-linear time-invariant inertia weighting (NTIW) and Taguchi-based adaptive parameter exploration (ATPE) improve performance WOA promote robustness. NTIW can other algorithms,...

Operation of the Golestan Dam Reservoir in Climate Change Conditions Using an Improved Multi-Objective Whale Optimization Algorithm

Whale optimization algorithm (WOA) is an emerging nature-inspired, swarm-intelligence based to solve problems more efficiently. This on the bubble-net hunting strategy of humpback whales. It has gained immense popularity among researchers, typically, due its simple nature, fast convergence, and having minimum parameters. In recent past, it been widely adopted in various fields including data mi...