Global optimization advances in mixed-integer nonlinear programming, MINLP, and constrained derivative-free optimization, CDFO
This manuscript reviews recent advances in deterministic global optimization for Mixed-
Integer Nonlinear Programming (MINLP), as well as Constrained Derivative-Free …
Integer Nonlinear Programming (MINLP), as well as Constrained Derivative-Free …
Systems biology: experimental design
Experimental design has a long tradition in statistics, engineering and life sciences, dating
back to the beginning of the last century when optimal designs for industrial and agricultural …
back to the beginning of the last century when optimal designs for industrial and agricultural …
[BUCH][B] The Control Handbook (three volume set)
WS Levine - 2018 - taylorfrancis.com
At publication, The Control Handbook immediately became the definitive resource that
engineers working with modern control systems required. Among its many accolades, that …
engineers working with modern control systems required. Among its many accolades, that …
[HTML][HTML] A general deep hybrid model for bioreactor systems: Combining first principles with deep neural networks
Numerous studies have reported the use of hybrid semiparametric systems that combine
shallow neural networks with First Principles for bioprocess modeling. Here we revisit the …
shallow neural networks with First Principles for bioprocess modeling. Here we revisit the …
[PDF][PDF] Propt-matlab optimal control software
PE Rutquist, MM Edvall - Tomlab Optimization Inc, 2010 - academia.edu
PROPT - Matlab Optimal Control Software Page 1 PROPT - Matlab Optimal Control Software -
ONE OF A KIND, LIGHTNING FAST SOLUTIONS TO YOUR OPTIMAL CONTROL PROBLEMS …
ONE OF A KIND, LIGHTNING FAST SOLUTIONS TO YOUR OPTIMAL CONTROL PROBLEMS …
Benchmark problems for dynamic modeling of intracellular processes
Motivation Dynamic models are used in systems biology to study and understand cellular
processes like gene regulation or signal transduction. Frequently, ordinary differential …
processes like gene regulation or signal transduction. Frequently, ordinary differential …
Dynamic optimization of nonlinear processes with an enhanced scatter search method
An enhanced scatter search method for the global dynamic optimization of nonlinear
processes using the control vector parametrization (CVP) approach is presented. Sharing …
processes using the control vector parametrization (CVP) approach is presented. Sharing …
Computational procedures for optimal experimental design in biological systems
Mathematical models of complex biological systems, such as metabolic or cell-signalling
pathways, usually consist of sets of nonlinear ordinary differential equations which depend …
pathways, usually consist of sets of nonlinear ordinary differential equations which depend …
[BUCH][B] Control system applications
WS Levine - 1999 - books.google.com
Control technology permeates every aspect of our lives. We rely on them to perform a wide
variety of tasks without giving much thought to the origins of the technology or how it became …
variety of tasks without giving much thought to the origins of the technology or how it became …
Data-driven soft-sensors for online monitoring of batch processes with different initial conditions
A Shokry, P Vicente, G Escudero, M Pérez-Moya… - Computers & Chemical …, 2018 - Elsevier
A soft-sensing methodology applicable to batch processes operated under changeable
initial conditions is presented. These cases appear when the raw materials specifications …
initial conditions is presented. These cases appear when the raw materials specifications …