IEEE

Improved Genetic Algorithm Approach Based on New Virtual Crossover Operators for Dynamic Job Shop Scheduling

Abstract: The realtime manufacturing system is subject to different kinds of disruptions such as new job arrivals, machine breakdowns, and jobs cancellation. These different disruptions affect the ...
IEEE

A New Crossover Mechanism for Genetic Algorithms for Steiner Tree Optimization

Abstract: Genetic algorithms (GAs) have been widely applied in Steiner tree optimization problems. However, as the core operation, existing crossover operators for tree-based GAs suffer from producing ...
Investopedia

Using Genetic Algorithms To Forecast Financial Markets

Samantha (Sam) Silberstein, CFP®, CSLP®, EA, is an experienced financial consultant. She has a demonstrated history of working in both institutional and retail environments, from broker-dealers to ...
Frontiers

Optimize Well Placement Based on Genetic Algorithm and Productivity Potential Maps

Determining the optimal well location is a challenging task because the effects of geological and engineering variables on reservoir performance are often highly nonlinear and multimodal. The ...
Frontiers

Genetic Algorithm-Based Optimization for Color Point Cloud Registration

Point cloud registration is an important technique for 3D environment map construction. Traditional point cloud registration algorithms rely on color features or geometric features, which leave ...
Scientific Research Publishing

J. E. Baker, “Reducing bias and inefficiency in the selection algorithm,” Proceedings of the 2nd Annual Conference on Genetic Algorithms, Massachusetts Institute of ...

ABSTRACT: This paper presents an Improved Catastrophic Genetic Algorithm (ICGA) for optimal reactive power optimization. Firstly, a new catastrophic operator to enhance the genetic algorithms’ ...