Open AccessBook
Ant Colony Optimization and Swarm Intelligence
Marco Dorigo,Mauro Birattari,Christian Blum,Luca Maria Gambardella,Francesco Mondada,Thomas Stützle +5 more
Reads0
Chats0
TLDR
This paper presents a meta-modelling framework for Swarm Intelligence and Collective Robotics that automates the very labor-intensive and therefore time-heavy and expensive process of designing and deploying swarm-bots.Abstract:
Keywords: Swarm Intelligence ; Collective Robotics ; SWARM_BOTS ; Evolutionary Robotics Note: Proceedings of the ANTS 2004, 4th International Workshop Sponsor: swarm-bots, OFES 01-0012-1 Reference LIS-BOOK-2004-002 URL: http://iridia.ulb.ac.be/~ants/ants2004/ Record created on 2006-01-12, modified on 2017-05-10read more
Citations
More filters
Journal ArticleDOI
A survey on optimization metaheuristics
TL;DR: The components and concepts that are used in various metaheuristics are outlined in order to analyze their similarities and differences and the classification adopted in this paper differentiates between single solution based metaheURistics and population based meta heuristics.
Journal ArticleDOI
Parameter tuning for configuring and analyzing evolutionary algorithms
Agoston E. Eiben,S.K. Smit +1 more
TL;DR: A conceptual framework for parameter tuning is presented, a survey of tuning methods is provided, and related methodological issues are discussed to elaborate on how tuning can improve methodology by facilitating well-funded experimental comparisons and algorithm analysis.
Journal ArticleDOI
Optimal power flow: a bibliographic survey I
TL;DR: Optimal power flow (OPF) has become one of the most important and widely studied nonlinear optimization problems as mentioned in this paper, and there is an extremely wide variety of OPF formulations and solution methods.
Journal ArticleDOI
Glowworm swarm optimization for simultaneous capture of multiple local optima of multimodal functions
K. N. Krishnanand,Debasish Ghose +1 more
TL;DR: Experimental results demonstrate the efficacy of the proposed glowworm based algorithm in capturing multiple optima of a series of standard multimodal test functions and more complex ones, such as stair-case and multiple-plateau functions.
Journal ArticleDOI
A literature review on the vehicle routing problem with multiple depots
Jairo R. Montoya-Torres,Julián López Franco,Santiago Nieto Isaza,Heriberto Felizzola Jiménez,Nilson Herazo-Padilla +4 more
TL;DR: A state-of-the-art survey on the vehicle routing problem with multiple depots (MDVRP) is presented, considered papers published between 1988 and 2014, in which several variants of the model are studied.