What is he best known for?
The fields of study he is best known for:
- Mathematical optimization
- Statistics
- Artificial intelligence
His primary areas of study are Mathematical optimization, Global optimization, Nonlinear programming, Nonlinear system and Optimization problem.
His research ties Bilinear interpolation and Mathematical optimization together.
The concepts of his Global optimization study are interwoven with issues in Quadratic equation, Continuous optimization, Quadratic programming and Bilevel optimization.
His Nonlinear programming research integrates issues from Constrained optimization, Heat exchanger, Convex analysis, Convex optimization and Operations research.
The study incorporates disciplines such as Applied mathematics and System of linear equations in addition to Nonlinear system.
His Optimization problem study incorporates themes from Upper and lower bounds and Interval.
His most cited work include:
- Nonlinear and Mixed-Integer Optimization: Fundamentals and Applications (791 citations)
- Encyclopedia of Optimization (640 citations)
- Proteome-wide post-translational modification statistics: frequency analysis and curation of the swiss-prot database (506 citations)
What are the main themes of his work throughout his whole career to date?
Christodoulos A. Floudas mainly investigates Mathematical optimization, Global optimization, Nonlinear programming, Linear programming and Algorithm.
Mathematical optimization connects with themes related to Nonlinear system in his study.
His Global optimization research is multidisciplinary, relying on both Bilinear interpolation, Branch and bound, Quadratic programming, Applied mathematics and Relaxation.
Many of his studies on Robust optimization involve topics that are commonly interrelated, such as Probabilistic-based design optimization.
He most often published in these fields:
- Mathematical optimization (44.63%)
- Global optimization (27.69%)
- Nonlinear programming (12.20%)
What were the highlights of his more recent work (between 2012-2021)?
- Mathematical optimization (44.63%)
- Global optimization (27.69%)
- Waste management (6.19%)
In recent papers he was focusing on the following fields of study:
Christodoulos A. Floudas focuses on Mathematical optimization, Global optimization, Waste management, Natural gas and Refinery.
As part of one scientific family, Christodoulos A. Floudas deals mainly with the area of Mathematical optimization, narrowing it down to issues related to the Probabilistic logic, and often Reduction and Linear programming.
He interconnects Nonlinear programming, Nonlinear system, Quadratic equation, Quadratically constrained quadratic program and Derivative-free optimization in the investigation of issues within Global optimization.
His studies in Quadratic equation integrate themes in fields like Algorithm and Quadratic programming.
His work carried out in the field of Natural gas brings together such families of science as Pressure swing adsorption, Methane, Biogas, Process engineering and Steam reforming.
Christodoulos A. Floudas has researched Refinery in several fields, including Data-driven and Oil refinery.
Between 2012 and 2021, his most popular works were:
- ANTIGONE: Algorithms for coNTinuous / Integer Global Optimization of Nonlinear Equations (321 citations)
- GloMIQO: Global mixed-integer quadratic optimizer (156 citations)
- Global optimization advances in Mixed-Integer Nonlinear Programming, MINLP, and Constrained Derivative-Free Optimization, CDFO (111 citations)
In his most recent research, the most cited papers focused on:
- Mathematical optimization
- Statistics
- Artificial intelligence
The scientist’s investigation covers issues in Waste management, Mathematical optimization, Gasoline, Global optimization and Syngas.
His Waste management research is multidisciplinary, incorporating perspectives in Scientific method and Process engineering.
His Mathematical optimization research includes themes of Test suite and Algorithm.
His studies deal with areas such as Refinery and Diesel fuel as well as Gasoline.
Christodoulos A. Floudas has researched Global optimization in several fields, including Nonlinear programming, Quadratic equation, Quadratic programming, Quadratically constrained quadratic program and Derivative-free optimization.
His work is dedicated to discovering how Syngas, Biomass to liquid are connected with Petroleum, Coal liquefaction and Coal and other disciplines.
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