IEEE

A Novel Knowledge-Based Genetic Algorithm for Robot Path Planning in Complex Environments

Abstract: This article presents a novel knowledge-based genetic algorithm (GA) to generate a collision-free path in complex environments. The proposed algorithm infuses specific domain knowledge into ...
GEN

Proteogenomics Algorithm Improves the Detection of Hidden Genetic Mutations

Proteogenomics explores how genetic information translates into protein expression and function, and the role of changes across DNA, RNA, and proteins in influencing disease development and ...
Scientific Research Publishing

Davis, L. (1991) Handbook of Genetic Algorithms. Van Nostrand.

ABSTRACT: An intelligent crossover methodology within the genetic algorithm (GA) is explored within both mathematical and finite element arenas improving both design and solution convergence time.
IEEE

PEGA: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization

Abstract: Evolutionary algorithms (EAs), such as the genetic algorithm (GA), offer an elegant way to handle combinatorial optimization problems (COPs). However, limited by expertise and resources, ...
PNAS

Discovering design principles of collagen molecular stability using a genetic algorithm, deep learning, and experimental validation

This research was supported by the MIT-IBM Watson AI Lab, Army Research Office (ARO) Grant W911NF-17-1-0384, and NIH Grants P41EB027062 and U01 EB014976. E.K. acknowledges support from NSF Graduate ...
Scientific Research Publishing

Whitley, D. (2005) A Genetic Algorithm Tutorial. Computer Science Department, Colorado State University, Colorado, USA.

ABSTRACT: Future energy descent systems will be expected to be controlled by the using of renewable power sources of which wind energy is one of the favorable sources. This paper treats with the ...