Biological systems are inherently stochastic & uncertain. This book contains 16 chapters that present representative research results on the application of fuzzy systems to genome sequence assembly, gene expression analysis, promoter analysis, cis-regulation logic analysis & synthesis, & reconstruction of genetic & cellular networks.