Computational Intelligence in Solving Bioinformatics Problems: Reviews, Perspectives, and Challenges
نویسندگان
چکیده
1 Information Technology Department, FCI, Cairo University 5 Ahamed Zewal Street, Orman, Giza, Egypt 2 Information System Department, CBA, Kuwait University, Kuwait [email protected], [email protected] 3 Computer Science Department, University of Arkansas at Little Rock 2801 S. University Ave. Little Rock, Arkansas 72204, USA [email protected] 4 Biology Department, Emory University 1510 Clifton Rd. NE, Atlanta, Georgia 30322, USA [email protected] 5 Center for Quantifiable Quality of Service in Communication Systems Norwegian University of Science and Technology, O.S. Bragstads plass 2E, N-7491 Trondheim, Norway [email protected], [email protected]
منابع مشابه
Augmented Cognition for Bioinformatics Problem Solving
We describe a new computational cognitive model that has been developed for solving complex problems in bioinformatics. This model addresses bottlenecks in the information processing stages inherent in the bioinformatics domain due to the complex nature of both the volume and type of data and the knowledge required in solving these problems. There is a restriction on the amount of mental tasks ...
متن کاملSolving Fractional Programming Problems based on Swarm Intelligence
This paper presents a new approach to solve Fractional Programming Problems (FPPs) based on two different Swarm Intelligence (SI) algorithms. The two algorithms are: Particle Swarm Optimization, and Firefly Algorithm. The two algorithms are tested using several FPP benchmark examples and two selected industrial applications. The test aims to prove the capability of the SI algorithms to s...
متن کاملGenetic Algorithm in Bioinformatics
Soft computing is creating several possibilities in bioinformatics, especially by generating low-cost, low precision (approximate), good solutions. Bioinformatics is an interdisciplinary research area that is the interface between the biological and computational sciences. Bioinformatics deals with algorithms, databases and information systems, web technologies, artificial intelligence and soft...
متن کاملWind Power, Distributed Generation: New Challenges, New Solutions
This paper discusses some issues related with the growing importance of wind power and in modern power systems and some challenges raised by the emergence of distributed generation, and how computational intelligence and other modern techniques have been able to provide valuable results in solving the new problems. It presents some solutions obtained with a number of computational intelligence ...
متن کاملEngineering Courses on Computational Thinking Through Solving Problems in Artificial Intelligence
Computational thinking sits at the core of every engineering and computing related discipline. It has increasingly emerged as its own subject in all levels of education. It is a powerful cornerstone for cognitive development, creative problem solving, algorithmic thinking and designs, and programming. How to effectively teach computational thinking skills poses real challenges and creates oppor...
متن کامل