Computer Engineering Commons^™

Bio-Inspired Distributed Constrained Optimization Technique And Its Application In Dynamic Thermal Management, Saranya Chandrasekaran

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The stomatal network in plants is a well-characterized biological system that hypothetically solves the constrained optimization problem of maximizing CO₂ uptake from the air while constraining evaporative water loss during the process of photosynthesis. There are numerous such constrained optimization problems present in the real world as well as in computer science. This thesis work attempts to solve one such constrained optimization problem in a distributed manner by taking a cue from the dynamics of stomatal networks. The problem considered here is Dynamic Thermal Management (DTM) in a multi-processing element system in computing. There have been several approaches in …