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AI-based optimization method achieves breakthrough in ethylene manufacturing: higher profits and reduced carbon emissions

The latest study published in Engineering has unveiled a groundbreaking approach to advancing green ethylene manufacturing, with profound implications for global sustainable chemical production.
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 ...
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 ...
IEEE

Ridged waveguide filter optimization using an improved simplex method

Abstract: In this paper, we apply robust optimizers (i. e. the simplex method and the genetic algorithm) to rectangular ridged waveguide filter design. We extend the use of the simplex method to the ...