Nilabh Kumar

Work place: Department of Computer Science, Pondicherry University, Pondicherry, India

E-mail: niilabhkumar@gmail.com

Website:

Research Interests: Human-Computer Interaction, Computer systems and computational processes, Artificial Intelligence, Data Structures and Algorithms

Biography

Mr. Nilabh Kumar received Bachelor’s degree in Information technology from Ranchi University in 2014 and Masters in Computer applications from Pondicherry University in 2017. Interested in interdisciplinary areas of algorithms, Artificial intelligence and Human computer interaction areas.

Author Articles
Multi-objective Monkey Algorithm for Drug Design

By R. Vasundhara Devi S. Siva Sathya Nilabh Kumar Mohane Selvaraj Coumar

DOI: https://doi.org/10.5815/ijisa.2019.03.04, Pub. Date: 8 Mar. 2019

Swarm intelligence algorithms are designed to mimic the natural behaviors of living organisms. The birds, animals and insects exhibit extraordinary problem solving behaviors and intelligence when living in colonies or groups. These unique behaviors form the basis for the design of the Metaheuristic which are helpful in solving several real-life combinatorial optimization problems. Monkey algorithm is developed based on the unique behaviors of monkeys such as mountain and tree climbing, jumping, watching and somersaulting. This paper reports for the first time the design and development of Multi-objective Monkey Algorithm (MoMA) and its use for the design of molecules with optimal drug-like properties. Finally, the performance of the proposed MoMA for Drug design (MoMADrug) is compared with the previously disclosed Multi-objective Genetic algorithm (MoGADdrug) for the design of drug-like molecules.

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