SS > NF reviews > Marco Dorigo

Books

(New Ideas in Optimization. 1999. With David W. Corne, Fred Glover)
Swarm Intelligence. 1999. With Eric W. Bonabeau, Guy Theraulaz
(Ant Colony Optimization. 2004. With Thomas Stutzle)

Papers/Articles

Distributed Optimization by Ant Colonies. 1992. In Toward a Practice of Autonomous Systems
Learning to Control an Autonomous Robot by Distributed Genetic Algorithms. 1993. In From Animals to Animats 2
The Ant Colony Optimization Metaheuristic. 1999. In New Ideas in Optimization
ACO Algorithms for the Quadratic Assignment Problem. 1999. In New Ideas in Optimization
Introduction to "New Ideas in Optimization". 1999. In New Ideas in Optimization

Books : reviews

The papers are collected into six parts: • Ant Colony Optimization • Differential Evolution • Immune Systems Methods • Memetic Algorithms • Scatter Search and Path Relinking • Emerging Ideas and Extensions

Contents

• David W. Corne, Marco Dorigo, Fred Glover.
Introduction to "New Ideas in Optimization"

• Marco Dorigo, Gianni Di Caro.
The Ant Colony Optimization Metaheuristic

• Thomas Stutzle, Marco Dorigo.
ACO Algorithms for the Quadratic Assignment Problem

• Rene Michel, Marti Middendorf.
An ACO Algorithm for the Shortest Common Supersequence Problem

• Luca Maria Gambardella, Eric Taillard, Giovanni Agazzi.
MACS-VRPTW: A Multiple Ant Colony System for Vehicle Routing Problems with Time Windows

• Kenneth V. Price.
An Introduction to Differential Evolution

• Rainer Storn.
Designing Digital Filters with Differential Evolution

• Jouni Lampinen, Ivan Zelinka.
Mechanical Engineering Design by Differential Evolution

• Ken Chisholm.
Co-Evolving Draughts Strategies with Differential Evolution

• Dipankar Dasgupta.
Information Processing in the Immune System

• Gary B. Lamont, Robert E. Marmelstein, David A. Van Veldhuizen.
A Distributed Architecture for a Self-Adaptive Computer Virus Immune System

• Emma Hart, Peter Ross.
The Evolution and Analysis of a Potential Antibody Library for Use in Job Shop Scheduling

• Prabhat Hajela, Jun Sun Yoo.
Immune Network Modelling in Design Optimization

• Pablo Moscato.
Memetic Algorithms: A Short Introduction

• Diana Holstein, Pablo Moscato.
Memetic Algorithms Using Guided Local Search: A Case Study

• Peter Merz, Bernd Freisleben.
Fitness Landscapes and Memetic Algorithm Design

• Regina Berretta, Pablo Moscato.
The Number Partitioning Problem: An Open Challenge for Evolutionary Computation?

• Pablo E. Coll, Guillermo A. Duran, Pablo Moscato.
On Worst-Case and Comparative Analysis as Design Principles for Efficient Recombination Operators: A Graph Coloring Case Study

• Fred Glover.
Scatter Search and Path Relinking

• Mohammad M. Amini, Bahram Alidaee, Gary A. Kochenberger.
A Scatter Search Approach to Unconstrained Quadratic Binary Programs

• Vicente Campos, Manuel Laguna, Rafael Marti.
Scatter Search for the Linear Ordering Problem

• Colin R. Reeves, Takeshi Yamada.
Goal-Oriented Path Tracing Methods

• Jan Paredis.
Constraint Satisfaction with Coevolution

• Robert G. Reynolds.
Cultural Algorithms: Theory and Applications

• James Kennedy, Russell C. Eberhart.
The Particle Swarm: Social Adaptation in Information Processing Systems

• Gusz Eiben, Jano van Hemert.
SAW-ing EAs: Adapting the Fitness Function for Solving Constrained Problems

• Riccardo Poli.
Parallel Distributed Genetic Programming

• Rafal Salustowicz, Jurgen Schmidhuber.
From Probabilities to Programs with Probabilistic Incremental Program Evolution