Models and Algorithms for Biomolecules and Molecular Networks

By providing expositions to modeling principles, theories, computational solutions, and open problems, this reference presents a full scope on relevant biological phenomena, modeling frameworks, technical challenges, and algorithms.

• Up-to-date developments of structures of biomolecules, systems biology, advanced models, and algorithms
• Sampling techniques for estimating evolutionary rates and generating molecular structures
• Accurate computation of probability landscape of stochastic networks, solving discrete chemical master equations
• End-of-chapter exercises

Avainsanat: Jie Liang, Bhaskar DasGupta, DNA, RNA, proteins, small molecules, complex biochemical system, bioinformatics, computational systems biology, biomolecular networks, ieee books, ieee series, durbin, biological sequence analysis, bioninformatics algorithms, pattern discovery in bioinformatics, biomolecules, systems biology, protein structure, predicting protein, markov chains, rejection sampling