The automatic design of multiobjective ant colony optimization algorithms

M Lopez-Ibanez, T Stutzle - IEEE transactions on evolutionary …, 2012 - ieeexplore.ieee.org
Multiobjective optimization problems are problems with several, typically conflicting, criteria
for evaluating solutions. Without any a priori preference information, the Pareto optimality …

An experimental analysis of design choices of multi-objective ant colony optimization algorithms

M López-Ibáñez, T Stützle - Swarm Intelligence, 2012 - Springer
There have been several proposals on how to apply the ant colony optimization (ACO)
metaheuristic to multi-objective combinatorial optimization problems (MOCOPs). This paper …

A generic framework for regression regionalization in ungauged catchments

MS Gibbs, HR Maier, GC Dandy - Environmental Modelling & Software, 2012 - Elsevier
Regionalization of rainfall-runoff models is required for many catchments, where a suitable
flow record is not available to enable traditional calibration methods to be used. Most …

Multi-objective ant colony optimization based on decomposition for bi-objective traveling salesman problems

J Cheng, G Zhang, Z Li, Y Li - Soft Computing, 2012 - Springer
This paper proposes a framework named multi-objective ant colony optimization based on
decomposition (MoACO/D) to solve bi-objective traveling salesman problems (bTSPs). In the …

[PDF][PDF] Swarm Intelligence.

DW Corne, AP Reynolds, E Bonabeau - Handbook of natural computing, 2012 - cs.uh.edu
Increasing numbers of books, websites and articles are devoted to the concept of 'swarm
intelligence'. Meanwhile, a perhaps confusing variety of computational techniques are seen …

[PDF][PDF] Ant Colony Optimization: a literature survey

M Monteiro, DBMM Fontes, FACC Fontes - 2012 - repositorio-aberto.up.pt
Scientific literature is prolific both on exact and on heuristic solution methods developed to
solve optimization problems. Although the former methods have an indisputable theoretical …

[PDF][PDF] Multiobjective optimization of an operational amplifier by the ant colony optimisation algorithm

B Bachir, A Ali, M Abdellah - Electrical and Electronic Engineering, 2012 - academia.edu
Abstract The Ant Colony Optimization (ACO) algorithm is used as a multi-objective
optimization technique to size a most popular analog circuit, the CMOS operational amplifier …

Multi-objective ant colony optimization for the twin-screw configuration problem

C Teixeira, JA Covas, T Stützle… - Engineering …, 2012 - Taylor & Francis
The twin-screw configuration problem (TSCP) consists of identifying the best location of a set
of available screw elements along a screw shaft. Owing to its combinatorial nature, it can be …

Classification rule mining using ant programming guided by grammar with multiple Pareto fronts

JL Olmo, JR Romero, S Ventura - Soft Computing, 2012 - Springer
This paper proposes a multi-objective ant programming algorithm for mining classification
rules, MOGBAP, which focuses on optimizing sensitivity, specificity, and comprehensibility. It …

Reducing intermodal transportation impacts on society and environment by path selection: a multiobjective shortest path approach

M Sawadogo, D Anciaux, ROY Daniel - IFAC Proceedings Volumes, 2012 - Elsevier
There is no doubt that the transport sector contributes significantly to the overall energy
consumption and emission of greenhouse gases. The transportation systems are …