Bioinformatics and Phylogenetics Bioinformatics and Phylogenetics
Computational Biology

Bioinformatics and Phylogenetics

Seminal Contributions of Bernard Moret

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This volume presents a compelling collection of state-of-the-art work in algorithmic computational biology, honoring the legacy of Professor Bernard M.E. Moret in this field. Reflecting the wide-ranging influences of Prof. Moret’s research, the coverage encompasses such areas as phylogenetic tree and network estimation, genome rearrangements, cancer phylogeny, species trees, divide-and-conquer strategies, and integer linear programming. Each self-contained chapter provides an introduction to a cutting-edge problem of particular computational and mathematical interest.

Topics and features:
Addresses the challenges in developing accurate and efficient software for the NP-hard maximum likelihood phylogeny estimation problemDescribes the inference of species trees, covering strategies to scale phylogeny estimation methods to large datasets, and the construction of taxonomic supertreesDiscusses the inference of ultrametric distances from additive distance matrices, and the inference of ancestral genomes under genome rearrangement eventsReviews different techniques for inferring evolutionary histories in cancer, from the use of chromosomal rearrangements to tumor phylogenetics approachesExamines problems in phylogenetic networks, including questions relating to discrete mathematics, and issues of statistical estimationHighlights how evolution can provide a framework within which to understand comparative and functional genomicsProvides an introduction to Integer Linear Programming and its use in computational biology, including its use for solving the Traveling Salesman Problem


Offering an invaluable source of insights for computer scientists, applied mathematicians, and statisticians, this illuminating volume will also prove useful for graduate courses on computational biology and bioinformatics.

Dr. Tandy Warnow is the Founder Professor of Computer Science at the University of Illinois at Urbana-Champaign, where she is also an affiliate in the departments of Mathematics, Statistics, Bioengineering, Electrical and Computer Engineering, Animal Biology, Entomology, and Plant Biology.

장르
과학 및 자연
출시일
2019년
4월 8일
언어
EN
영어
길이
435
페이지
출판사
Springer International Publishing
판매자
Springer Nature B.V.
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22.4
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