Immunological Computation: Theory and Applications

ISBN-13: 9780367386900 / Angielski / Miękka / 2019 / 296 str.

Dipankar Dasgupta; Fernando Nino

Opis

Over the last decade, the field of immunological computation has progressed slowly and steadily as a branch of computational intelligence. Immunological Computation: Theory and Applications presents up-to-date immunity-based computational techniques. After a brief review of fundamental immunology concepts, it examines computational models based on the negative selection process that occurs in the thymus. The text then explores immune networks, including continuous and discrete immune network models, clonal selection, hybrid models, and computational models based on danger theory. It also discusses real-world applications for the models covered in each chapter.

Spis treści

Immunology Basics. Modeling the Biological Immune System. Negative Selection. Artificial Immune Networks. Clonal Selection Algorithm and Hybrid Models. Applications.

O autorze

Dasgupta, Dipankar; Nino, Fernando