DOLPHIN - 2012 - Annual activity report

DOLPHIN

DOLPHIN - 2012

Project-Team Dolphin

Members

Overall Objectives

Presentation
Highlights of the Year

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

On Optimizing a Bi-objective Flowshop Scheduling Problem in Uncertain Environment
New Price settings models in the energy field
Bi-level formulation for a Long-Distance Freight Transportation Problem
On Local Search for Bi-objective Knapsack Problems
Convergent methods based on aggregation in mathematical models
Investigating the Optimization Goal of Indicator-Based Multiobjective Search
Runtime Analyses of Interactive Evolutionary Algorithms
Benchmarking of CMA-ES Variants for Numerical Blackbox Optimization
Self-adaptive method for a three-objective vector-packing problem
Multiple Neighborhood Exploration Through Adaptive Search
CoBRA: A cooperative coevolutionary algorithm for bi-level optimization
Neutrality in the Graph Coloring Problem
Local Search in the Context of Classification Rule Mining
MOCA-I: discovering rules and guiding decision maker in the context of partial classification in large and imbalanced datasets
A method to combine combinatorial optimization and statistics to mine high-throughput genotyping data
Design and implementation of performance or energy-aware parallel optimization algorithms

Bilateral Contracts and Grants with Industry

Bilateral Contracts with Industry

Partnerships and Cooperations

Regional Initiatives
National Initiatives
European Initiatives
International Initiatives
International Research Visitors

Dissemination

Scientific Animation
Teaching - Supervision - Juries

Bibliography

Major publications
Publications of the year
References in notes

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2012 Project-Team Activity Report

DOLPHIN

Parallel Cooperative Multi-criteria Optimization

Research centre: Lille - Nord Europe

In partnership with: 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