Gabriela Ochoa

Gabriela Ochoa

University of Stirling

H-index: 44

Europe-United Kingdom

About Gabriela Ochoa

Gabriela Ochoa, With an exceptional h-index of 44 and a recent h-index of 30 (since 2020), a distinguished researcher at University of Stirling, specializes in the field of Evolutionary Algorithms, Fitness Landscapes, Combinatorial Optimisation, Local Optima Networks, Hyper-heuristics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination

How the Combinatorics of Neutral Spaces Leads Genetic Programming to Discover Simple Solutions

Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic

Large Language Models for the Automated Analysis of Optimization Algorithms

Search trajectory networks meet the web: A web application for the visual comparison of optimization algorithms

Under the hood of transfer learning for deep neuroevolution

Pareto local optimal solutions networks with compression, enhanced visualization and expressiveness

Multiobjective Evolutionary Component Effect on Algorithm behavior

Gabriela Ochoa Information

University

Position

Professor of Computer Science

Citations(all)

8155

Citations(since 2020)

4374

Cited By

5498

hIndex(all)

44

hIndex(since 2020)

30

i10Index(all)

114

i10Index(since 2020)

86

Email

University Profile Page

University of Stirling

Google Scholar

View Google Scholar Profile

Gabriela Ochoa Skills & Research Interests

Evolutionary Algorithms

Fitness Landscapes

Combinatorial Optimisation

Local Optima Networks

Hyper-heuristics

Top articles of Gabriela Ochoa

Title

Journal

Author(s)

Publication Date

Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination

Darrell Whitley

Gabriela Ochoa

Noah Floyd

Francisco Chicano

2024/4/3

How the Combinatorics of Neutral Spaces Leads Genetic Programming to Discover Simple Solutions

Wolfgang Banzhaf

Ting Hu

Gabriela Ochoa

2024/2/18

Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic

Jorge A Soria-Alcaraz

Gabriela Ochoa

Marco A Sotelo-Figueroa

Andres Espinal

2024/4/9

Large Language Models for the Automated Analysis of Optimization Algorithms

arXiv preprint arXiv:2402.08472

Camilo Chacón Sartori

Christian Blum

Gabriela Ochoa

2024/2/13

Search trajectory networks meet the web: A web application for the visual comparison of optimization algorithms

Camilo Chacon-Sartori

Christian Blum

Gabriela Ochoa

2023/2/23

Under the hood of transfer learning for deep neuroevolution

Stefano Sarti

Nuno Laurenço

Jason Adair

Penousal Machado

Gabriela Ochoa

2023/4/9

Pareto local optimal solutions networks with compression, enhanced visualization and expressiveness

Arnaud Liefooghe

Gabriela Ochoa

Sébastien Verel

Bilel Derbel

2023/7/15

Multiobjective Evolutionary Component Effect on Algorithm behavior

ACM Transactions on Evolutionary Learning

Yuri Lavinas

Marcelo Ladeira

Gabriela Ochoa

Claus Aranha

2023/8

Artificial Intelligence can assist diagnosis of hyperplasia in Atlantic Salmon Gill Histology Images

AFBC Carmichael

Johanna Baily

A Reeves

Gabriela Ochoa

AS Boerlage

...

2023/11/28

Tutorial outline

Algorithms

Katherine Malan

Gabriela Ochoa

2023

Local optima networks for assisted seismic history matching problems

Paul Mitchell

Gabriela Ochoa

Yuri Lavinas

Romain Chassagne

2023/4/9

Local optima markov chain: A new tool for landscape-aware analysis of algorithm dynamics

Francisco Chicano

Gabriela Ochoa

Bilel Derbel

Lorenzo Canonne

2023/7/15

Evaluating the spread of stony coral tissue loss disease in the Bay Islands, Honduras

Frontiers in Marine Science

Truc I de Tomas

Antonella Rivera

Gabriela M Ochoa

Damaris Dueñas

Zara Guifarro

...

2023

Artificial Intelligence for Computer-Assisted Diagnosis of Hyperplasia in Atlantic Salmon Gill Histology Images

AFBC Carmichael

Johanna Baily

A Reeves

Gabriela Ochoa

AS Boerlage

...

2023/10/25

Analysing hyperplasia in Atlantic salmon gills using empirical wavelets

Alexander FB Carmichael

Johanna L Baily

Aaron Reeves

Gabriela Ochoa

Annette S Boerlage

...

2023/4/6

Randomness in local optima network sampling

Sarah L Thomson

Nadarajen Veerapen

Gabriela Ochoa

Daan van den Berg

2023/7/15

Landscape Analysis of Optimization Problems and Algorithms

Katherine Malan

Gabriela Ochoa

2023/7/15

STNWeb: A new visualization tool for analyzing optimization algorithms

Software impacts

Camilo Chacón Sartori

Christian Blum

Gabriela Ochoa

2023/9/1

Decision/objective space trajectory networks for multi-objective combinatorial optimisation

Gabriela Ochoa

Arnaud Liefooghe

Yuri Lavinas

Claus Aranha

2023/3/31

On the Global Structure of PUBOi Fitness Landscapes

Sara Tari

Gabriela Ochoa

Matthieu Basseur

Sébastien Verel

2023/7/15

See List of Professors in Gabriela Ochoa University(University of Stirling)

Co-Authors

H-index: 96
Edmund Kieran Burke

Edmund Kieran Burke

University of Leicester

H-index: 72
L. Darrell Whitley

L. Darrell Whitley

Colorado State University

H-index: 53
Marco Tomassini

Marco Tomassini

Université de Lausanne

H-index: 29
Sébastien Verel

Sébastien Verel

Université du Littoral Côte d'Opale

H-index: 29
John.R.Woodward@gmail.com Head of Computer Science @ Loughborough University

John.R.Woodward@gmail.com Head of Computer Science @ Loughborough University

Queen Mary University of London

H-index: 24
Renato Tinós

Renato Tinós

Universidade de São Paulo

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