A raga is a unique set of notes with certain rules that carefully followed, retain and protect its purity produce amazing musical effects. An automated transcription identification important for computational musicology, which an step musicology indexing, classifying, recommending tunes. In the present research, audio features such as mel frequency cepstrum coefficients (MFCCs), spectral flux, ...

In the next generation of computing environment e-health care services depend on cloud services. The Cloud provides a real-time for applications. But these generate huge number computational tasks, and comes with deadline, so conventional optimization models cannot fulfil task in least time within deadline. To overcome this issue many resource meta-heuristic are been proposed but find global be...

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...

Blind source separation technique separates mixed signals blindly without any information on the mixing system. In this paper, we have used two evolutionary algorithms, namely, genetic algorithm and particle swarm optimization for blind source separation. In these techniques a novel fitness function that is based on the mutual information and high order statistics is proposed. In order to evalu...

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