Work

Multiobjective Optimization in Bioinformatics and Computational Biology

Year: 2007

Type: review

Abstract: This paper reviews the application of multiobjective optimization in the fields of bioinformatics and computational biology. A survey of existing work, organized by application area, forms the main body of the review, following an introduction to the key concepts in multiobjective optimization. An original contribution of the review is the identification of five distinct "contexts," giving rise to multiple objectives: These are used to explain the reasons behind the use of multiobjective optimization in each application area and also to point the way to potential future uses of the technique.

Source: IEEE Transactions on Computational Biology and Bioinformatics

DOI: 10.1109/tcbb.2007.070203

Authors: Julia Handl, Douglas B. Kell, Joshua Knowles

Institution: University of Manchester

Language: English

Topic: Advanced Multi-Objective Optimization Algorithms

Subfield: Computational Theory and Mathematics

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W1970424517

FWCI: 2

Cites: 150

Cited by: 313

Related to: 10