Multi-agent approach to distributed ant colony optimization

S Ilie, C Bădică - Science of Computer Programming, 2013 - Elsevier
This paper presents a configurable distributed architecture for ant colony optimization. We
represent the problem environment as a distributed multi-agent system, and we reduce ant …

Distributed learning with data reduction

I Czarnowski - Transactions on computational collective intelligence …, 2011 - Springer
The work deals with the distributed machine learning. Distributed learning from data is
considered to be an important challenge faced by researchers and practice in the domain of …

JABAT middleware as a tool for solving optimization problems

D Barbucha, I Czarnowski, P Jędrzejowicz… - … Collective Intelligence II, 2010 - Springer
JABAT supports designing and implementing A-Team architectures for solving difficult
optimization problems. This paper presents several applications of JABAT as a tool for …

Distributed multi-agent system for solving traveling salesman problem using ant colony optimization

S Ilie, C Bădică - Intelligent Distributed Computing IV: Proceedings of the …, 2010 - Springer
In this paper we present our approach and initial results for solving the Traveling Salesman
Problem using Ant Colony Optimization on distributed multi-agent architectures. We …

Effectiveness of solving traveling salesman problem using ant colony optimization on distributed multi-agent middleware

S Ilie, C Bădică - Proceedings of the International …, 2010 - ieeexplore.ieee.org
Recently we have setup the goal of investigating new truly distributed forms of Ant Colony
Optimization. We proposed a new distributed approach for Ant Colony Optimization (ACO) …

A-teams and their applications

P Jȩdrzejowicz - International Conference on Computational Collective …, 2009 - Springer
Introduction The techniques used to solve difficult combinatorial optimization problems have
evolved from constructive algorithms to local search techniques, and finally to population …

Team of a-teams-a study of the cooperation between program agents solving difficult optimization problems

D Barbucha, I Czarnowski, P Jędrzejowicz… - Agent-based …, 2013 - Springer
The chapter investigates effects and impact of cooperation between the cooperating A-
Teams working in parallel and combined into an architecture de-signed for solving difficult …

Parallel cooperating A-teams

D Barbucha, I Czarnowski, P Jędrzejowicz… - … and Applications: Third …, 2011 - Springer
The paper proposes and evaluates an architecture for solving difficult combinatorial
optimization problems in which several A-Teams work in parallel and cooperate. The …

Survey on distributed approaches to swarm intelligence for graph search problems

SV Ilie - Annals of the University of Craiova-Mathematics and …, 2014 - inf.ucv.ro
In this paper a survey on existing distributed approaches to swarm intelligence approaches
for graph search problems is presented. In particular we reviewed papers on Ant Colony …

Distributed agent-based ant colony optimization for solving traveling salesman problem on a partitioned map

S Ilie, A Bădică, C Bădică - … of the International Conference on Web …, 2011 - dl.acm.org
In this paper we discuss the experimental evaluation of an improved configuration of our
recent framework ACODA (Ant Colony Optimization on a Distributed Architecture) for solving …