Sanghamitra Bandyopadhyay, Ujjwal Maulik, Jason T L Wang's Analysis of Biological Data: A Soft Computing Approach PDF

By Sanghamitra Bandyopadhyay, Ujjwal Maulik, Jason T L Wang

ISBN-10: 9812707808

ISBN-13: 9789812707802

Bioinformatics, a box dedicated to the translation and research of organic info utilizing computational recommendations, has developed enormously in recent times a result of explosive progress of organic info generated by way of the medical group. tender computing is a consortium of methodologies that paintings synergistically and offers, in a single shape or one other, versatile details processing features for dealing with real-life ambiguous occasions. numerous learn articles facing the applying of sentimental computing instruments to bioinformatics were released within the fresh previous; in spite of the fact that, they're scattered in several journals, convention complaints and technical experiences, therefore inflicting inconvenience to readers, scholars and researchers. This booklet, detailed in its nature, is geared toward delivering a treatise in a unified framework, with either theoretical and experimental effects, describing the fundamental ideas of soppy computing and demonstrating some of the ways that they are often used for reading organic info in an effective demeanour. fascinating examine articles from eminent scientists worldwide are introduced jointly in a scientific manner such that the reader could be in a position to comprehend the problems and demanding situations during this area, the prevailing methods of tackling them, fresh traits, and destiny instructions. This e-book is the 1st of its variety to collect vital examine parts, smooth computing and bioinformatics, with a purpose to show how the instruments and strategies within the former can be utilized for successfully fixing a number of difficulties within the latter.

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The synergistic behavior of the above tools on many occasions far exceeds their individual performance. A discussion on the synergistic behavior of neuro-fuzzy, neuro-GA, neuro-belief and fuzzy-belief network models is also included in the chapter. The chapter finally focuses on a few topics of current interest like the artificial life, swarm intelligence, rough sets and granular computing, and artificial immune system (AIS), which are gaining increasing importance in the field of soft computing.

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Analysis of Biological Data: A Soft Computing Approach by Sanghamitra Bandyopadhyay, Ujjwal Maulik, Jason T L Wang


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