A review of recent advances in global optimization

By Christodoulos A. Floudas, Chrysanthos E. Gounaris. Journal of Global Optimization, 2009

480 citations recorded by the source corpus.

Subfields: Control and Systems Engineering, Numerical Analysis

View Paper: https://www.semanticscholar.org/paper/e63fb1f13c8e7a3fb465bd77cd2801bac8e31f64

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Control and Systems Engineering

1. Ruth Misener
2. Christodoulos A. Floudas
3. R. Greiner
4. Débora C. Faria
5. Daniel J. Lizotte
6. Dale Schuurmans
7. Miguel J. Bagajewicz
8. Stephen M. Frank

In Numerical Analysis

1. Ruth Misener
2. Christodoulos A. Floudas
3. Vladimir A. Grishagin
4. Daniel J. Lizotte
5. Dale Schuurmans
6. Alexander Gergel
7. Victor P. Gergel
8. Jaehyun Park

Citations in the corpus

• An experimental methodology for response surface optimization methods (2011, background): “Jones’ Taxonomy (2001) provides a useful overview, and the review by Floudas and Gounaris (2009) lists more recent work.”
• Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning (2024, unknown): “Traditional optimization algorithms have constraints including single-based solutions, converging to local optima, and difficulties in unknown search spaces [1].”
• Optimal power flow: a bibliographic survey II (2012, background): “However, the latest developments in global optimization Floudas and Gounaris [49], have not yet been fully applied to OPF problems.”
• A new approach for global optimization of a class of MINLP problems with applications to water management and pooling problems (2012, background): “More comprehensive understanding of evolution and advances of global optimization can be found in several books (Sherali and Adams, 1999; Floudas, 2000a; Tawarmalani and Sahinidis, 2002; Horst and Tuy, 2003; Hansen and Walster, 2004) and recent paper reviews (Floudas 2000b; Pardalos et al., 2000; Fl”
• ANTIGONE: Algorithms for coNTinuous / Integer Global Optimization of Nonlinear Equations (2014, background): “We therefore limit ourselves to mentioning several excellent review articles and texts [17, 24, 40, 49–52, 54, 63, 64, 101, 103, 113, 136, 145] and hereafter discuss the items most relevant to ANTIGONE.”
• Adaptive nested optimization scheme for multidimensional global search (2015, background): “The global optimization problems are the subject of the extensive research (see, for example, comprehensive bibliography in [4,5,14–16, 22– 24, The decrease of the computational costs is possible only thanks to the highly efficient global search algorithms, which generate the dense grids in the…”
• Dealing with asynchronicity in parallel Gaussian Process based global optimization (2010, unknown): “…0.3467337 [8] 0.3517588 0.3467337 0.3467337 0.3467337 0.3467337 0.3467337 0.3467337 [15] 0.3467337 0.3467337 0.3467337 0.3467337 0.3467337 0.3467337 0.3467337 [22] 0.3467337 0.3467337 0.3467337 0.3467337 0.3467337 0.3467337 0.3467337 [29] 0.3467337 0.3467337 We observe that after a first point (0 .”
• GloMIQO: Global mixed-integer quadratic optimizer (2012, methodology): “We refer the reader to the reviews of Floudas and co-workers [55,60] for background on the state-of-the-art in global optimization, to the recent review of Bussieck and Vigerske [36] for detailed descriptions of generic MINLP solver software, and to an array of excellent texts…”