Open AccessAgent‐Based Modeling in Systems Pharmacology
Author(s) -
Cosgrove J,
Butler J,
Alden K,
Read M,
Kumar V,
CucurullSanchez L,
Timmis J,
Coles M
Publication year - 2015
Publication title -
cpt: pharmacometrics and systems pharmacology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.53
H-Index - 37
ISSN - 2163-8306
DOI - 10.1002/psp4.12018
Subject(s) - computer science , a priori and a posteriori , data science , management science , engineering , epistemology , philosophy
Modeling and simulation (M&S) techniques provide a platform for knowledge integration and hypothesis testing to gain insights into biological systems that would not be possible a priori . Agent‐based modeling (ABM) is an M&S technique that focuses on describing individual components rather than homogenous populations. This tutorial introduces ABM to systems pharmacologists, using relevant case studies to highlight how ABM‐specific strengths have yielded success in the area of preclinical mechanistic modeling.