SHARK swMATH ID: 13542 Software Authors: Igel, Christian; Heidrich-Meisner, Verena; Glasmachers, Tobias Description: SHARK. SHARK is an object-oriented library for the design of adaptive systems. It comprises methods for single- and multi-objective optimization (e.g., evolutionary and gradient-based algorithms) as well as kernel-based methods, neural networks, and other machine learning techniques. Homepage: http://shark-project.sourceforge.net/2.2.1/doc/ Keywords: machine learning software; neural networks; kernel methods; evolutionary algorithms; optimization; multi-objective optimization Related Software: SMS-EMOA; CMA-ES; LIBLINEAR; LIBSVM; SVMlight; jMetal; SPEA2; darch; ParaDisEO; EOlib; ParEGO; OpenML; BatchExperiments; BatchJobs; BudgetedSVM; Pegasos; EGO; MOEA/D; PRMLT; HypE Cited in: 12 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year SHARK. Zbl 1225.68188Igel, Christian; Heidrich-Meisner, Verena; Glasmachers, Tobias 2008 all top 5 Cited by 20 Authors 8 Igel, Christian 3 Fischer, Asja 3 Glasmachers, Tobias 2 Bringmann, Karl 2 Friedrich, Tobias 2 Heidrich-Meisner, Verena 2 Pulina, Luca 2 Tacchella, Armando 1 Bischl, Bernd 1 Brügge, Kai 1 Demircioğlu, Aydin 1 Doğan, Ürün 1 Hansen, Nikolaus 1 Horn, Daniel R. 1 Krause, Oswin 1 Neumann, Frank 1 Suttorp, Thorsten 1 Voss, Thomas 1 Wagner, Markus 1 Weihs, Claus all top 5 Cited in 9 Serials 2 Artificial Intelligence 2 Machine Learning 2 Journal of Machine Learning Research (JMLR) 1 Journal of Algorithms 1 AI Communications 1 European Journal of Operational Research 1 Pattern Recognition 1 Annals of Mathematics and Artificial Intelligence 1 Advances in Data Analysis and Classification. ADAC all top 5 Cited in 6 Fields 11 Computer science (68-XX) 3 Statistics (62-XX) 3 Operations research, mathematical programming (90-XX) 1 Probability theory and stochastic processes (60-XX) 1 Numerical analysis (65-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year