Publications associées à Chromosome (genetic algorithm)

Data from: Optimal blade pitch control for enhanced vertical-axis wind turbine performance

Karen Ann J Mulleners, Sébastien Le Fouest

This directory contains open-source data obtained using a single-bladed H-type vertical-axis wind turbine prototype with individual blade pitching. This data results from the optimisation of the blade's pitching kinematics using a genetic algorithm at two ...

Zenodo2024

A ride time-oriented scheduling algorithm for dial-a-ride problems

Nikolaos Geroliminis, Claudia Bongiovanni, Mor Kaspi

This paper offers a new algorithm to efficiently optimize scheduling decisions for dial-a-ride problems (DARPs), including problem variants considering electric and autonomous vehicles (e-ADARPs). The scheduling heuristic, based on linear programming theor ...

Pergamon-Elsevier Science Ltd2024

Genetic Algorithms for the Discovery of Homogeneous Catalysts

Rubén Laplaza Solanas, Anne-Clémence Corminboeuf, Puck Elisabeth van Gerwen, Alexandre Alain Schöpfer, Simone Gallarati

In this account, we discuss the use of genetic algorithms in the inverse design process of homogeneous catalysts for chemical transformations. We describe the main components of evolutionary experiments, specifically the nature of the fitness function to o ...

2023

A combined genetic algorithm and active learning approach to build and test surrogate models in Process Systems Engineering

François Maréchal, Julia Granacher

In Process Systems Engineering, computationally-demanding models are frequent and plentiful. Handling such complexity in an optimization framework in a fast and reliable way is essential, not only for generating meaningful solutions but also for providing ...

Oxford2023

Optimization of elastic wave propagation in a reconfigurable medium by genetic algorithms with adaptive mutation probability

Romain Christophe Rémy Fleury, Janez Rus

We introduce a reconfigurable medium for the manipulation of elastic propagation properties of Lamb waves. It is based on a shape memory polymer (SMP) with temperature-dependent Young's modulus. Waves are excited by a laser pulse and detected by a laser vi ...

IOP Publishing Ltd2023

Wind farm power density optimization according to the area size using a novel self-adaptive genetic algorithm

Fernando Porté Agel, Nicolas Otto Kirchner Bossi

This work studies the power density (PD) optimization in wind farms, and its sensitivity to the available area size. A novel genetic algorithm (PDGA) is introduced, which optimizes PD and the turbine layout, by self-adapting to the PD and to the solutions ...

Oxford2023

Exploration of static equilibrium representations; policies and genetic algorithms

Corentin Jean Dominique Fivet, Ioannis Mirtsopoulos

Design exploration consists in browsing the design space and through the incremental generation of diverse design candidates increases creativity and diversity. When integrated into the early stages of the structural design process, the task is expected to ...

CRC Press2022

Wind farm layout and unconstrained hub height optimization using genetic algorithms applied to different power densities

Fernando Porté Agel, Nicolas Otto Kirchner Bossi

LES and wind tunnel studies have shown significant benefit when allowing turbines (T) in a wind farm to adopt different heights. This work presents two new genetic algorithms (GA) that perform wind farm layout optimization (WFLO) involving continuous and t ...

2022

Chattez avec Graph Search

Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.

AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.

Chromosome (genetic algorithm)

Data from: Optimal blade pitch control for enhanced vertical-axis wind turbine performance

A ride time-oriented scheduling algorithm for dial-a-ride problems

Genetic Algorithms for the Discovery of Homogeneous Catalysts

Optimization of the environmental impact of beams

A combined genetic algorithm and active learning approach to build and test surrogate models in Process Systems Engineering

Optimization of elastic wave propagation in a reconfigurable medium by genetic algorithms with adaptive mutation probability

Wind farm power density optimization according to the area size using a novel self-adaptive genetic algorithm

Advancing Computational Chemistry with Stochastic and Artificial Intelligence Approaches

Exploration of static equilibrium representations; policies and genetic algorithms

Wind farm layout and unconstrained hub height optimization using genetic algorithms applied to different power densities

Graph Chatbot

Chattez avec Graph Search

Advancing Computational Chemistry with Stochastic and Artificial Intelligence Approaches

Optimization of the environmental impact of beams

Genetic Algorithms for the Discovery of Homogeneous Catalysts

Data from: Optimal blade pitch control for enhanced vertical-axis wind turbine performance

A ride time-oriented scheduling algorithm for dial-a-ride problems

A combined genetic algorithm and active learning approach to build and test surrogate models in Process Systems Engineering

Optimization of elastic wave propagation in a reconfigurable medium by genetic algorithms with adaptive mutation probability

Wind farm power density optimization according to the area size using a novel self-adaptive genetic algorithm

Exploration of static equilibrium representations; policies and genetic algorithms

Wind farm layout and unconstrained hub height optimization using genetic algorithms applied to different power densities