Publications

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Tackling Large-Scale and Combinatorial Bi-level Problems with a Genetic Programming Hyper-heuristic

Optimal Fleet Placement in Station-based Round-trip Carsharing Service

GP hyper-heuristic for the travelling salesman problem

Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control

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A new modeling approach for the biobjective exact optimization of satellite payload configuration

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A GP Hyper-Heuristic Approach for Generating TSP Heuristics

Visualizing the Template of a Chaotic Attractor

Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters

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RapidRMSD: rapid determination of RMSDs corresponding to motions of flexible molecules

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Evolutionary Algorithms for the Inverse Protein Folding Problem

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Clustering approaches for visual knowledge exploration in molecular interaction networks

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Chaos-enhanced mobility models for multilevel swarms of UAVs

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Bayesian optimization to enhance coverage performance of a swarm of UAV with chaotic dynamics

A scalable parallel cooperative coevolutionary PSO algorithm for multi-objective optimization

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A Memory-Based Label Propagation Algorithm for Community Detection

A Competitive Approach for Bi-Level Co-Evolution

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Coverage Optimization with Connectivity Preservation for UAV Swarms Applying Chaotic Dynamics

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Area exploration with a swarm of UAVs combining deterministic chaotic ant colony mobility with position MPC

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Target Tracking Optimization of UAV Swarms Based on Dual-Pheromone Clustering

Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms

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Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics

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ASIMUT Project: Aid to SItuation Management Based on MUltimodal, MUltiUAVs, MUltilevel Acquisition Techniques

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A new Co-evolutionary Algorithm Based on Constraint Decomposition

Using heterogeneous multilevel swarms of UAVs and high-level data fusion to support situation management in surveillance scenarios

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UAV Multilevel Swarms for Situation Management

UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets

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Tackling the IFP Problem with the Preference-Based Genetic Algorithm

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Hybrid mobility model with pheromones for UAV detection task

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From Random Process to Chaotic Behavior in Swarms of UAVs

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A parallel cooperative coevolutionary SMPSO algorithm for multi-objective optimization

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A Novel Co-evolutionary Approach for Constrained Genetic Algorithms

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Preference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark

Power Allocation in Multibeam Satellite Systems: A Two-Stage Multi-Objective Optimization

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Optimizing communication satellites payload configuration with exact approaches

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NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks

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Mitigating flash crowd effect using connected vehicle technology

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Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring

An NK Landscape Based Model Mimicking the Protein Inverse Folding Problem

Adopting trust and assurance as indicators for the reassignment of responsibilities in multi-agent systems

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A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem

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Visualization and classification of protein secondary structures using Self-Organizing Maps

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Optimising small-world properties in VANETs: Centralised and distributed overlay approaches

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Multi-objective evolutionary approach for the satellite payload power optimization problem

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Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation

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Evolutionary Algorithms for Mobile Ad hoc Networks

Cooperative Selection: Improving Tournament Selection via Altruism

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Using data-flow analysis in MAS for power-aware HPC runs

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Vehicular Mobility Model Optimization Using Cooperative Coevolutionary Genetic Algorithms

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UAV Fleet Area Coverage with Network Connectivity Constraint

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System Design and Implementation Decisions for ParaMoise Organizational Model

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ParaMoise: Increasing Capabilities of Parallel Execution and Reorganization in an Organizational Model

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Minimising Longest Path Length in Communication Satellite Payloads via Metaheuristics

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Evaluation of Dynamic Communities in Large-scale Vehicular Networks

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An Overlay Approach for Optimising Small-World Properties in VANETs

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Achieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution

Novel efficient asynchronous cooperative co-evolutionary multi-objective algorithms

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The Necessity for Strong Reciprocators in Mobile Ad Hoc Networks

Satellite Payload Reconfiguration Optimisation: An ILP Model.

New State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem

Generation of Realistic Traces for Vehicular Mobility Simulations

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Generation of Realistic Mobility for VANETs Using Genetic Algorithms

Evolutionary Algorithm Parameter Tuning with Sensitivity Analysis

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Sensitivity analysis for a realistic vehicular mobility model

Energy-Aware Fast Scheduling Heuristics in Heterogeneous Computing Systems

A vehicular mobility model based on real traffic counting data

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On quantifying the quality of CDS-based virtual backbones in mobile ad hoc networks

A Platform for Realistic Online Vehicular Network Management

A New Parallel Multi-objective Cooperative Coevolutionary Algorithm Based on SPEA2

A Multi-Agent Organizational Framework for Coevolutionary Optimization

Towards Connectivity Improvement in VANETs using Bypass Links

Overcoming partitioning in large ad hoc networks using genetic algorithms

Multi-objective Optimization for Information Sharing in Vehicular Ad Hoc Networks

Blackbone2, an Efficient Deterministic Algorithm for creating 2-Connected m-dominating Set-based Backbones in Ad Hoc Networks

A Multi-Agent Organizational Model for Coevolutionary Optimization

Optimal Interconnection of Ad Hoc Injection Networks

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Evaluation of Different Optimization Techniques in the Design of Ad Hoc Injection Networks

A Context-Aware Broadcast Protocol for Mobile Wireless Networks

Coevolutionary genetic algorithms for Ad hoc injection networks design optimization

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hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm

Simulating Realistic Mobility Models for Large Heterogeneous MANETs

Evaluations of Strategies for Co-Evolutionary Genetic Algorithms: dLCGA Case Study

Un framework multi-agent pour algorithmes g'en'etiques co'evolutionnaires distribu'es

Dafo, a multi-agent framework for decomposable functions optimization

Agent-based optimization of business functions using coevolutionary algorithms: the distributed warehouse management case study

Agent-Based Optimization of Business Functions Using Coevolutionary Algorithms

Multi-objective Cooperative Coevolutionary Evolutionary Algorithms for Continuous and Combinatorial Optimization

Evolutionary Algorithms for the Inverse Protein Folding Problem

Energy-Efficient Computing using Agent-Based Multi-Objective Dynamic Optimization

Efficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications