DOLPHIN - 2011 - Annual activity report

DOLPHIN

DOLPHIN - 2011

Project Team Dolphin

Members

Overall Objectives

Presentation
Highlights

Scientific Foundations

Modeling and landscape analysis
Hybrid multi-objective optimization methods
Parallel multi-objective optimization: models and software frameworks

Application Domains

Academic generic problems
Application to mobile telecommunication networks
Application to Bioinformatics

Software

ParadisEO

New Results

Generalizing dual-feasible functions to the multi-dimensional case
Aggregation algorithms for network flow mathematical models
New Price Setting models in the Energy Field
Bi-level formulation for a Long-Distance Freight Transportation Problem
Advances in Parallel Metaheuristics on GPU
Parallel Evolutionary Algorithms for Energy-Aware Scheduling
A Parallel Bi-objective Hybrid Metaheuristic for Energy-Aware Scheduling for Cloud Computing Systems
A Pareto-based GA for Scheduling HPC Applications on Distributed Cloud Infrastructures
An Hybrid Multiobjective Method to solve Biclustering of Microarray Data
Flexibility and dynamic optimization
Indicator-based Multi-objective Local Search
Connectedness and Local Search for Bi-objective Knapsack Problems
Set-based Multiobjective Fitness Landscapes
On the Structure of Multiobjective Combinatorial Search Space: Multiobjective NK-Landscapes with Correlated Objectives
On the Neutrality of Combinatorial Optimization Problem to Design an Efficient Neutrality-based Local Search
Guiding the Search over Neutral Networks
DAMS: Distributed Adaptive Metaheuristic Selection
A Method to Combine Combinatorial Optimization and Statistics to Mine High-Throughput Genotyping Data
Recruitment Optimization in Clinical Trials : a Multi-Objective Combinatorial Optimization Problem
Reducing Thread Divergence in GPU-based B&B Applied to the Flow-shop Problem
Fitness Landscapes: Local Optima Network

Contracts and Grants with Industry

Contracts with industry

Partnerships and Cooperations

Regional Initiatives
National Initiatives
European Initiatives
International Initiatives

Dissemination

Animation of the scientific community
Teaching

Bibliography

Major publications
Publications of the year
References in notes

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2011 Team Activity Report

DOLPHIN

Parallel Cooperative Multi-criteria Optimization

Research centre: Lille - Nord Europe

In partnership with: CNRS, Université des sciences et technologies de Lille (Lille 1)

In collaboration with: Laboratoire d'informatique fondamentale de Lille (LIFL)

Field: Applied Mathematics, Computation and Simulation

Theme: Optimization, Learning and Statistical Methods

Keywords: Multi-objective Optimization, Combinatorial Optimization, Parallelism, Metaheuristic, Operational Research