Timoleon Kipouros

Orcid: 0000-0003-3392-283X

According to our database1, Timoleon Kipouros authored at least 30 papers between 2004 and 2024.

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Bibliography

2024
PDOPT: A Python library for Probabilistic Design space exploration and OPTimisation.
J. Open Source Softw., April, 2024

Synergistic Utilization of LLMs for Program Synthesis.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2021
Review on the monograph Deterministic Global Optimization: An Introduction to the Diagonal Approach, Springer, 2017, written by Yaroslav D. Sergeyev and Dmitri E. Kvasov.
J. Glob. Optim., 2021

2019
Artificial Intelligence to Enhance Aerodynamic Shape Optimisation of the Aegis UAV.
Mach. Learn. Knowl. Extr., 2019

Multi-physics bi-directional evolutionary topology optimization on GPU-architecture.
Eng. Comput., 2019

Enhanced Interactive Parallel Coordinates using Machine Learning and Uncertainty Propagation for Engineering Design.
Proceedings of the 15th International Conference on eScience, 2019

Exploring Parallel Coordinates Plots in Virtual Reality.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Technoeconomic Distribution Network Planning Using Smart Grid Techniques with Evolutionary Self-Healing Network States.
Complex., 2018

2017
Topology optimisation of micro fluidic mixers considering fluid-structure interactions with a coupled Lattice Boltzmann algorithm.
J. Comput. Phys., 2017

Multi-objective optimisation in scientific workflow.
Proceedings of the International Conference on Computational Science, 2017

2016
Repairing blackbox constraint violations in Multi-Objective Optimisation by use of decision trees.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Towards uncertainty quantification and management in multi-disciplinary design optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
WorkWays: interacting with scientific workflows.
Concurr. Comput. Pract. Exp., 2015

Enhancing ANN-guided MOPSO through Active Learning.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Fast Multi-objective Optimisation of a Micro-fluidic Device by Using Graphics Accelerators.
Proceedings of the International Conference on Computational Science, 2015

Performance Comparison of Evolutionary Algorithms for Airfoil Design.
Proceedings of the International Conference on Computational Science, 2015

2014
Enhancing MOPSO through the guidance of ANNs.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

The Design and Implementation of a GPU-enabled Multi-objective Tabu-search Intended for Real World and High-dimensional Applications.
Proceedings of the International Conference on Computational Science, 2014

Local Search Enabled Extremal Optimisation for Continuous Inseparable Multi-objective Benchmark and Real-world Problems.
Proceedings of the International Conference on Computational Science, 2014

Electrical Power Grid Network Optimisation by Evolutionary Computing.
Proceedings of the International Conference on Computational Science, 2014

The WorkWays Problem Solving Environment.
Proceedings of the International Conference on Computational Science, 2014

A Web-based System for Visualisation-driven Interactive Multi-objective Optimisation.
Proceedings of the International Conference on Computational Science, 2014

2013
Biobjective Optimisation of Preliminary Aircraft Trajectories.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Application of the multi-objective Alliance Algorithm to a benchmark aerodynamic optimization problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Interactive multi-objective particle swarm optimisation using decision space interaction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Stochastic Optimisation in Computational Engineering Design.
Proceedings of the EVOLVE, 2012

2008
The development of a multi-objective Tabu Search algorithm for continuous optimisation problems.
Eur. J. Oper. Res., 2008

2005
Multi-objective Optimisation of Turbomachinery Blades Using Tabu Search.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

A Multi-objective Tabu Search Algorithm for Constrained Optimisation Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

2004
Multi-objective Parallel Tabu Search.
Proceedings of the Parallel Problem Solving from Nature, 2004


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