New Google TurboQuant algorithm improves vector search speed

A small error-correction signal keeps compressed vectors accurate, enabling broader, more precise AI retrieval.
GitHub

[FEATURE REQUEST]: Create a "best-practice" method for optimizing mixture weights, including optimizing over a simplex search space

A common problem in many domains is to optimize the weights for a mixture of K components. In this case the search space is a simplex. I didn't see this covered in the tutorials/docs (apologies if it ...
Scientific Research Publishing

Lin, D. and Liu, C. (2018) The Modified Second APG Method for DC Optimization Problems. Optimization Letters, 13, 805-824.

ABSTRACT: In the field of machine learning, support vector machine (SVM) is popular for its powerful performance in classification tasks. However, this method could be adversely affected by data ...
IEEE

Multiparametric Multiextremal Optimization Algorithm Software Simplex Evolution for MATLAB and Simintech Libraries

Abstract: This article is devoted to some results of research on improving the multiparameter multiextremal optimization algorithm in proposed author”s evolutionary algorithm version Simplex Evolution ...
IEEE

An Optimization Method for Frame Structure of Unmanned Helicopter Based on Empirical Optimization and Downhill Simplex Method

Abstract: The frame structure optimization of unmanned helicopter is an important way to reduce the weight of the helicopter under the premise of meeting the strength requirements. Excellent ...
Scientific Research Publishing

P.-Q. Pan, “A Simplex-Like Method with Bisection for Linear Programming,” Optimization, Vol. 22, No. 5, 1991, pp. 717-743.

ABSTRACT: We describe a new active-set, cutting-plane Constraint Optimal Selection Technique (COST) for solving general linear programming problems. We describe strategies to bound the initial problem ...