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Constrained Optimization (G.1.6...)
Euclidean distance geometry: an introduction
Liberti L., Lavor C., Springer International Publishing, New York, NY, 2017. 133 pp. Type: Book (978-3-319607-91-7)
If someone has a set of objects whose positions are known, calculating the distances between them is not a problem. However, the inverse problem is difficult, that is, given a set of distances between objects, determine their positions. Unfortunat...
May 14 2019
Regularized non-negative matrix factorization for identifying differentially expressed genes and clustering samples: a survey
Liu J., Wang D., Gao Y., Zheng C., Xu Y., Yu J. IEEE/ACM Transactions on Computational Biology and Bioinformatics 15(3): 974-987, 2018. Type: Article
This paper surveys the application of non-negative matrix factorization (NMF), a well-known dimensionality reduction technique in bioinformatics “for identifying differentially expressed genes and clustering samples.”...
Apr 5 2019
First-order methods in optimization
Beck A., SIAM-Society for Industrial and Applied Mathematics, Philadelphia, PA, 2017. 494 pp. Type: Book (978-1-611974-98-0)
The author of
First-order methods in optimization
defines the book’s subject matter as optimization methods that rely on function “values and gradients/subgradients (but not Hessians).” The most familiar example of a first...
Oct 31 2018
Ant colony algorithm for automotive safety integrity level allocation
Gheraibia Y., Djafri K., Krimou H. Applied Intelligence 48(3): 555-569, 2018. Type: Article
Any technical system can fail and cause damages to its users and other people at large; the more damages a failure can cause, the more hazardous the system is. Of course, engineers have always striven to lower failure probabilities, damage levels,...
Jun 21 2018
D-Brane: a diplomacy playing agent for automated negotiations research
de Jonge D., Sierra C. Applied Intelligence 47(1): 158-177, 2017. Type: Article
is a board game conceived in the 1950s, set in Europe before World War I. Two to seven players control the armed forces of major European powers, establishing and betraying alliances through negotiation and movement actions. Among...
Sep 7 2017
Evolutionary algorithms with user’s preferences for solving hybrid interval multi-objective optimization problems
Gong D., Liu Y., Ji X., Sun J. Applied Intelligence 43(3): 676-694, 2015. Type: Article
Most, if not all, real-world applications require finding the best solutions to meet a set of objectives. Hence, solving various kinds of optimization problems has been a focal point in scientific and computational study. There are significant res...
Jan 22 2016
Evolutionary constrained optimization
Datta R., Deb K., Springer Publishing Company, Incorporated, New York, NY, 2014. 319 pp. Type: Book (978-8-132221-83-8)
Researchers and practitioners in the field of evolutionary computation are the main audience for this book, but it can also be used easily for didactic activities for master’s and PhD students....
Oct 21 2015
Exploiting qualitative spatial reasoning for topological adjustment of spatial data
Wallgrün J. SIGSPATIAL 2012 (Proceedings of the 20th International Conference on Advances in Geographic Information Systems, Redondo Beach, CA, Nov 6-9, 2012) 229-238, 2012. Type: Proceedings
Suppose you have collected geographic information about a collection of objects and their positions. Their shapes are recorded accurately, but their positions may be misrecorded or misperceived. You additionally have information constraining the t...
Jan 25 2013
Semismooth Newton methods for variational inequalities and constrained optimization problems in function spaces
Ulbrich M., Society for Industrial and Applied Mathematics, Philadelphia, PA, 2011. 322 pp. Type: Book (978-1-611970-68-5)
Smoothing is a technique used in solving many optimization problems. This book introduces semismooth Newton methods, a type of smoothing, and discusses related analysis, including basic equations, derived equations, algorithms, theorems, proofs of...
Dec 27 2012
Approximating integer programs with positive right-hand sides
Jonsson P., Thapper J. Information Processing Letters 110(10): 351-355, 2010. Type: Article
Jonsson and Thapper’s paper deals with integer problems that are constrained by positive right-hand sides and that seek to minimize an objective function. Such problems can be approximated so they are easier to solve....
Jun 2 2011
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