Published February 2020 | Version Submitted
Journal Article Open

Fundamental Limits and Tradeoffs in Autocatalytic Pathways

  • 1. ROR icon Northeastern University
  • 2. ROR icon Lehigh University
  • 3. ROR icon Biola University
  • 4. ROR icon University of California, Santa Barbara
  • 5. ROR icon ETH Zurich
  • 6. ROR icon California Institute of Technology

Abstract

This paper develops some basic principles to study autocatalytic networks and exploit their structural properties in order to characterize their inherent fundamental limits and tradeoffs. In a dynamical system with autocatalytic structure, the system's output is necessary to catalyze its own production. Our study has been motivated by a simplified model of a glycolysis pathway. First, the properties of this class of pathways are investigated through a network model, which consists of a chain of enzymatically catalyzed intermediate reactions coupled with an autocatalytic component. We explicitly derive a hard limit on the minimum achievable L₂-gain disturbance attenuation and a hard limit on its minimum required output energy. Then, we show how these resulting hard limits lead to some fundamental tradeoffs between transient and steady-state behavior of the network and its net production.

Additional Information

© 2019 IEEE. Manuscript received March 5, 2018; revised October 26, 2018 and April 22, 2019; accepted May 10, 2019. Date of publication June 7, 2019; date of current version January 28, 2020. M. Siami and N. Motee were in part supported by the NSF CAREER ECCS-1454022 and ONR YIP N00014-16-1-2645. B. Bamieh was in part supported by the NSF Award ECCS-1408442.

Attached Files

Submitted - 1706.09810.pdf

Files

1706.09810.pdf

Files (223.7 kB)

Name Size
md5:d7bd06c446b73b6a596ba2f521a00014
223.7 kB Preview Download

Additional details

Identifiers

Eprint ID
96394
Resolver ID
CaltechAUTHORS:20190613-142206629

Related works

Funding

NSF
ECCS-1454022
Office of Naval Research (ONR)
N00014-16-1-2645
NSF
ECCS-1408442

Dates

Created
2019-06-17
Created from EPrint's datestamp field
Updated
2021-11-16
Created from EPrint's last_modified field