INPE - Instituto Nacional de Pesquisas Espaciais

Luiz Antonio Nogueira Lorena

Pesquisador Titular

LAC - Laboratorio Associado de Computacao e Matematica Aplicada

INPE - Instituto Nacional de Pesquisas Espaciais

e-mail: lorena@lac.inpe.br






Outros links de interesse:
 
 

Pesquisa Operacional
 

Michael Trick's Operations Research Page
Mathematical Programming Glossary
Operations Management Index
OM Master Matrix
RUTCOR
IFORS
Live OR
PRACTICE ONLINE HOME PAGE
Operations Research - Links
http://www.inescc.pt/~apdio/
Operations Research Journals
Decision Tree for Optimization Software
Global Optimization
Vasek Chvátal's home page
A compendium of NP optimization problems
Topics related to Optimization
Optimization Methods and Software
WORMS
IFORS Educational Resources Initiative
Welcome to APORS
Kevin Wayne - Favorite OR, CS and Math Links
Mathematical Programming
Computational Complexity
Network Flow Problems
Dynamic Programming
Branch & Bound
MARSH'S HOMEPAGE - Link
NEOS Server for Optimization
Other Web Sites I Recommend
Operations Management Resources
Operations Research
Stas Busygin's NP-Completeness Page
Linear Programming FAQ
Branch and Cut Resource Page
LISTA IOPER
e-Optimization.com
INFORMS Conference System
ResearchIndex: The NECI Scientific Literature Digital Library
Common Optimization INterface for Operations Research Home Page
Heuristics and artificial intelligence in finance and investment
Combinatorial Optimization & Graph Algorithms
RICTEC







Cortes e Empacotamento

Cutting and Packing

The Cutting-Stock Problem

SICUP Homepage

PCE home page

Home Page

Escape: Guillotine

CaPaD - Cutting and Packing in Dresden

MagicLogic Optimization Inc.

MagicLogic for Container Loading, Panel Optimization, and Scheduling

Stock Cutting

Solution to Bin Packing Problems

Astrokettle Algorithms: Modeling and Simulation - Cutting, Packing and Scheduling

Localização

arsig_index

Sistemas de Apoio à Decisão Espacial para Problemas de Localização e Distribuição

Urban Operations Research at EMCC

MapQuest! Welcome!

Tools for Logistics Problem Solving

EURO Working Group on Locational Analysis

Production and Logistics Laboratory

Section on Location Analysis

LOLA-HOMEPAGE

Trevor Hale's Location Science References

Implementação e Análise de Otimização do problema das p-medianas usando AGC

Unit 127 - Spatial Decision Support Systems

DSS Resources - Home Page

DECISION SUPPORT SYSTEMS

Locator: ePublication of Location Analysis

Agrosoft 99: Mostra de Software Agropecuario e Congresso de Agroinformatica

Networks / Pajek




Problemas testes

Analise de Redes com Sistemas de Informacoes Geograficas - ARSIG
Problem instances
Extended SOLOMON's VRPTW instances
Benchmark Instances and Program Codes
SATLIB - The Satisfiability Library
Optimisation Test Functions - L. Lazauskas
Some Hard Global Optimization Test Problems
MIPLIB 3.0
http://fi-www.arc.nasa.gov/fia/projects/xfr/papers/benchmark-article.html
Benchmark
TSPBIB Home Page
Graph Coloring Instances
MP-TESTDATA - A Collection of Test Data for various Mathematical Programming Problems
OR-LIBRARY
EURO welcome page
Libraries for Graph Partitioning
Test Problems by Problem Class
General Information about PSPLIB
MPL Model Library
Optimization Softwares and Test Problems by Tomomi Matsui
Planning & Scheduling Benchmarks
FCTP Instances
Benchmarks for Optimization Software
Handbook of Test Problems for Local and Global Optimization
Library of linear ordering problems
MP-TESTDATA - The MADLIB LIBrar of MAtrix Decomposition Problems
Benchmark Problems
Scheduling problem data sets
bibliography of material on the assembly of printed circuit boards (PCB)
Forced Satisfiable SAT and CSP benchmarks




Metaheuristicas

EU/ME EUropean chapter on MEtaheuristics
THE ON-LINE TUTORIAL ON EVOLUTIONARY COMPUTATION
Memetic Algorithms' Home Page
Bibliography Evolutionary Computation
Genetic Algorithms/GENOCOP III
Hitch-Hiker's Guide to Evolutionary Computation
GP Bibliography
Evolutionary Computation
Genetic Algorithms: Proceedings of the Third, Fourth and Fifth International Conferences
SET-AS Toplevel Page
The Genetic Programming Notebook
The Genetic Algorithms Archive
modern-heuristics
Annealing Applet
Simulated Annealing Information, Taygeta Scientific Inc.
An Investigation of Evolutionary Scheduling
EvoNet
Memetic Algorithms' Home Page
ANT COLONY OPTIMIZATION
Local Search Algorithms & Metaheuristics
GA Playground: The Genetic Algorithm Toolkit
Tabu Search
List of References on Evolutionary Multiobjective Optimization
genetic-programming.org-Home-Page
Differential Evolution Homepage
Meta-Heuristics Advances and Trends in Local Search Paradigms for Optimization
Bibliography of Simulated Annealing
Algoritmos Geneticos: Origem e Evolucao
Genetic Adaptive Systems LAB (GASLAB)
Evolutionary Algorithms Group - Local Copies of Papers - Links
Parallel Lil-gp (parallel genetic programming using PVM and lil-gp)
Genetic Programming Bibliography
Groovy Java Genetic Programming
index
Manuel Laguna
Available papers by Mauricio G.C. Resende
Dr. Kate A. Smith
IDSIA: Heuristics for Combinatorial Optimization




Roteamento

Sistemas de Apoio à Decisão Espacial para Problemas de Localização e Distribuição
Fractal Instances of the Traveling Salesman Problem
The Hamiltonian Page
Andrew V. Goldberg
Traffic Planning & Engineering, Transportation Links
Optiziming Traffic Flow Using GAs
Traveling Salesman Problem
JAVA Interactive Routing for Minneapolis
TSPBIB Home Page
Vehicle Routing
Vehicle Routing at the ZPR
MapQuest! Welcome!
RouteSmart Technologies
The Traveling Salesman Problem
The Hamiltonian Page
The Chinese Postman Problem
Crew Scheduling and Transportation
Ultimate List of Vehicle Routing References
External WWW sites related to transportation research
Vehicle Routing Problems with Time Windows
Routing and Scheduling Technology
Routing Algorithms
Benchmarking Problems
Vehicle Routing Links
Olli's Vehicle Routing Research Page
Traveling Salesman Problem (TSP)
1.5.5 Hamiltonian Cycle
Survey of Network Models
Network Layer
Path Finder
Two Shortest Path Algorithms
Sistema de Informação Científica em Transportes da ANPET
Projects
Projeto GIS - PET / COPPE / UFRJ
Municípios do Estado de São Paulo
Dijkstra's Shortest Path Algorithm
Hungarian algorithm - Assignment problem
GOA Welcome Page
RouteWare homepage




Sistemas de Informações Geográficas

arsig_index
Análise Espacial de Dados Geográficos
Esta é uma página extra oficial sobre o ARCVIEW
Comparison of Alternative Location-Allocation Algorithms
Designing Zoning Systems for Research, Policy, and Data Reporting
Wisely's GIS Yellow Pages
Internet GIS Resourses
Caliper Corporation: Links to Other Sites
Nice Geography and GIS Servers
MapInfo Map Database Software
Getting Started With GIS: Resource Link
Geographic Information and Multicriteria Decision Analysis Research Group
Welcome to ESRI
The TIGER Page
FATOR GIS - Revista de Geoprocessamento
Retail Profit Management: RPM Information Network -- GIS
Visa-ATM Locator
Avenue Programmer's Reference
Geographical Information Systems (GIS) WWW Resource List
EAS- ArcView Resources
Sistemas de Informação Geográfica
DECISION SUPPORT SYSTEMS
GeoMINAS: Geoprocessamento em Minas Gerais - BR
Web Site do Instituto Brasileiro de Geografia e Estatística
GIS for Business and Logistics
Prodabel - Empresa de Informática e Informação do Município de Belo Horizonte S.A.
SchoolMaps Home Page
Mosaico do Brasil
GPS World Home Page
ESRI Virtual Campus at http://campus.esri.com
Prefeituras - FUNCATE- Geoprocessamento/Sensoriamento Remoto
GeoCommunity - Software
Localizador de Mapa
NetMaps, cool vector maps
Starting Arc View 3
Introducción a ArcView en Africa Occidental
SofTec Retail Systems - Logistics Software Built by Retailers for Retailers
Starting Arc View 3
inovaGIS.org - Homepage
MapServer Homepage
SPRING - Material SPRING




Rostering

BFL Software- Employee Rostering and Administration Solution for Hospitals
Open Directory - Computers: Software: Human Resources: Personnel Scheduling
 




Global Optimization

Global Optimization





AI-Planning
 

AI Planning Resources
Planning links
AltAlt web page
ABSTRIPS
Blackbox
Fast Forward
GraphPlan
GRT
IPP
Medic
Prodigy
Pweak
SGP
SHOP
STAN and TIM
TLplan
UCPOP
UM-Nonlin
UMCP
CS 541: Planners

Subbarao Kambhampati
chapter on STRIPS-style planning domains
AIPS-1998 planning competition
Definition of PDDL (Planning Domain Definition Language)
Problem suites written in PDDL
Results of the competition
AIPS-2000 planning competition
Welcome to AI Topics
 

Fuzzy logic

Combination Fuzzy Logic-Genetic Algorithms Bibliography
Francisco Herrera
Fuzzy Logic Links
FLLL - A brief course in Fuzzy Logic

From Fuzzy Set Theory to Computational Intelligence -
 

Particionamento de grafos
 

Algorithms and Software for Partitioning Graphs

Libraries for Graph Partitioning
Graph-Partitioning (PARTY)
JOSTLE: mesh partitioning & load balancing




SAT

SAT Live!

SAT: references on satisfiability
Forced Satisfiable SAT and CSP benchmarks




Map Labeling

IOI Cape Town 1997
Map labelling

Map Labeling
Genetic Algorithms for GIS-use
PracticalExperience
 




Constraint Logic Programming
 
ABACUS
The ECLiPSe Constraint Logic Programming System
Guide to Constraint Programming
Michela Milano LIA Page
ARTIFICIAL INTELLIGENCE and HIGHER EDUCATION
 




Clustering
 
Group Technology for Data Mining
Clustering Algorithm for Large-Scale Databases
Jasper clustering paper (BCS)
The Case for Genetic Algorithms in Fuzzy Clustering
Clustering by the use of Minimal Spanning Trees
K_Means Clustering
Abstract - Clustering Spatial and Aspatial Data Records in Databases
Data Mining
Spatial Data Mining, Spatial Databases - Kris Koperski's Home Page
Designing Zoning Systems (CCG: SO&SA)
New opportunities for geographical census analysis using individual level data
Selecting Variables for Small Area Classifications of 1991 UK Census Data
USING NEUROCOMPUTING METHODS TO CLASSIFY BRITAIN?S RESIDENTIAL AREAS
Information Retrieval: Algorithms and Heuristics
Cornell Computer Vision Group
 




Coloração
 
Graph Coloring Problems: Overview
Frequency Assignment Algorithms

Radiocommunications Agency Agreement
Ref. RCCM 070
Final Report
1995/96
Frequency Assignment Algorithms Radiocommunications Agency Agreement Ref. RCCM 070 Interim Report Year 2 96/97
Network Resources for Coloring a Graph
Joseph Culberson's Coloring Page
Graph Coloring Problems -- The archive.
 




Biologia Computacional
 
Molecular Biology Places of Interest
GenBank Database
IB3 550: Online Resources
CASL Home Page - C. A. Floudas - Process Synthesis; Process Control; Mixed-Integer Nonlinear and Global Optimization; Computational Chemistry
Molecular Modeling of Proteins
Genetic Algorithms on Proteins
SAM: Sequence Alignment and Modeling System
Ron Shamir's home page
USC Computational Biology
BMERC: Computational Biology, structure prediction, functional profiles, and genome analysis.
The Haemophilus influenzae Genome Database
Introduction to Computational Molecular Biology
Computational Biology Home Page
Algorithms in Molecular Biology, Fall 1998-99
Algorithms for Computational Biology (Advanced Topics #6, 236606)
Celera - Welcome
Computational Biology Course home page (S. Salzberg)
Bioinformatics and Computational Molecular Biology at Washington University
BioComputing Hypertext Coursebook
IC Technical Reports
Graphical DNA Sequence Comparisons
CS 490/690
Fundamentals of Sequence Analysis Course Page. 1999
CSE 590BI, Winter 1998
 




Scheduling
 
A Systematic Investigation of GA Performance on Jobshop Scheduling Problems
An Investigation of Evolutionary Scheduling
Charles T. Mosier: Heuristics List
A Bibliography on Planning and Scheduling
Single Machine Tardiness
CLASS
Automated Scheduling and Planning
Oz Scheduler Documentation
DFKI Oz 2.0 for Windows
Scheduling links
Guide to Sports Scheduling
Crew Scheduling, Rostering and Transportation
The Manufacturing Systems Laboratory
A Review of Agent Job Shop Scheduling
Operations Scheduling
Job Shop Scheduling (Sequencing)
Production
AN OPTIMIZATION-BASED ALGORITHM FOR JOB SHOP SCHEDULING
A COMBINED LAGRANGIAN RELAXATION AND DYNAMIC PROGRAMMING ALGORITHM FOR JOB SHOP SCHEDULING
Scheduling Permutation Flow Shops Using the Lagrangian Relaxation Technique
The Surrogate Gradient Algorithm for Lagrangian Relaxation Method
i2: intelligent eBusiness solutions
JOB SHOP SCHEDULING WITH GENETIC ALGORITHMS AND TABU SEARCH
Mathematical Programming for the Air Traffic Flow Management Problem with En-Route Capacities
A Re-Examination of Limited Discrepancy Search
Optimal Scheduling
Suggestions
Mike Pinedo
Purdue SPSSM Research Group
LORS: Library of Online Resources on Scheduling
COMPLEXITY OF SCHEDULING PROBLEMS
Scheduling Resources on the Net
Operations Scheduling
 




Math
 
21st Century Problem Solving
Integer Programming in Recreational Mathematics

Math Pages

History Topics

The four colour theorem

The Math Forum - Ask Dr. Math

Favorite Mathematical Constants

Unsolved Mathematics Problems

Mathematics Archives - Lessons and Tutorials

Yahoo! - Science:Physics:Physicists:Einstein, Albert

Yahoo! - Science:Mathematics:Numbers:Specific Numbers:Pi

Math Forum Internet Collection - mathpuzzles (Annotated)

The Geometry Junkyard

Recreational Mathematics

Combinatorial Game Theory

Number theory files for David Eppstein

Software, books, lecture notes, etc. of interest to combinatorialists

MATH Database 1931-1997

http://www-groups.dcs.st-and.ac.uk/~history/index.html

Linear Algebra WebNotes

History of Mathematics: Chronology of Mathematicians

History of Mathematics

Wolfram Research: Makers of Mathematica

Mathematical Resources on the Web

MathSoft Home Page

MATHMANIA

Suzanne Alejandre: Magic Squares

Math Pages

Math-Web of Math-Net Links

GAMS : Guide to Available Mathematical Software

Mathematics Archives - Databases

On-Line Encyclopedia of Integer Sequences

CyberMath On-Line Help Room

New Largest Known Prime

The Abacus

Math

MathSciNet Home Page

The Beauty of Mathematics

 







Computação

 

developerWorks : Java technology : Unicode : Papers

General Information on IFIP

Snippets of C code

Programming in C

Programming in C

The Collection of Computer Science Bibliographies

Welcome To Microsoft

Dr. Dobb's Web Site

Binary Search Tree Applets

Computer Science

The Live Alife Page [framed]

PVM: Parallel Virtual Machine

Comitê Assessor de Ciência da Computação do CNPq

Programação Orientada a Objetos: uma abordagem com Java

JavaShareware.com

 







Grafos

 

Livro Eletrônico

Graphs: Theory - Algorithms - Complexity

Graph Theory Lessons

Graph Theory Tutorials

Graph Theory

The EG homepage

Ernesto de Queirós Vieira Martins

file:///Untitled

The Graph Visualization System daVinci

Graph Algorithms

The Steiner Tree Page

Graphs

The Graph Template Library (GTL)

Graphviz

Combinatorial Optimization & Graph Algorithms

 







Geometria Computacional

 

Computational Geometry Pages: What's old?

Computational Geometry Interactive Software

The Geometry Center Welcome Page

No Title

Geometric Tools

Algorithmic Foundations of GIS

Geometry in Action

Directory of Computational Geometry Software

Strategic Directions in Computational Geometry Working Group Report

 







Timetabling

 

Neeps and Tatties Home Page

Timetabling Resources on the Internet

Mimosa Software Oy

EURO/WATT: Working group on Automated Timetabling

Gerador de Horários por Algoritmos Genéticos

Solving Real World Lecture Room Assignment Problems by Genetic Algorithms

Lantiv School Timetabler

Timetable System for Schools

Timetabling Modules

Cronológica - Produtos

GEHA - Sist. Especialistas

SchedulExpert (Software for automated course scheduling (timetabling))

 







Algoritmos

 

Data Structures and Algorithms: Table of Contents

Dictionary of Algorithms, Data Structures, and Problems

http://www.di.unipi.it/~frangio/thesis.html

Clustering Algorithms

CS294-3: Algorithms in the Real World

ACM SIGACT

The Stony Brook Algorithm Repository

15-850(C): Algorithms in the Real World

Two Shortest Path Algorithms

Survey of Network Models

Information Retrieval: Algorithms and Heuristics

15-853: Algorithms in the Real World







Cursos

Ensino.net

EMCC.mit.edu

Index

Resources for University Teaching

SAT01 Notes

EnglishPractice.com

CTC: Heuristic Algorithms Course

CTC Online Courses

CSCI 3104 Spring 1996 Class notes Page 1

IP Problems

IE 328 (C28) Course Material -- Winter, 2000

Teaching Resources

CS267: Notes for Lectures 20 and 21, Mar 21 1996 and Apr 2 1996

Useful links for computer science courses

ENGRI 115 Class Handouts

MSCS Courses Materials Online

Wachsmuth's Web Wonders: Teaching

Algorithms for Molecular Biology - Course Homepage

CS22: Discrete Mathematics

Discrete Math at the UofO

Finite State AUTOMATA tutorial

TOC

WWW Tools for Instructors

Charles Prineas - Essential C/C++ Links

Pointer Tutorial Table of Contents

Lecture Note

CS 101 Spring 1997

C++ Program Design: An Introduction to Programming and Object-Oriented Design

A Collection of Lecture Notes, Survey Papers, etc

Course on Metaheuristics for Combinatorial Optimization Problems in Operations Research

Brown CS - Course Home Pages

MO Chapter

INFORMED: INFORMS Forum on Education

Spreadsheets in Education

Deterministic OR Models - C &O 370

The World Lecture Hall

Optimization Frequently Asked Questions

CPSC 124: Java Programming, Main Index

Algorithms Information and Course Materials on the Net

45-761 Introduction to Operations Research (14-Dec-1995)

ftp://orion.uwaterloo.ca/pub/henry/teaching/f96/370.f96/readme.html

OR-Notes - contents

Management Science 352 -- Operations Management

OR/MS Courses on the Web

IE261 M&IE UIUC Web WWW Home Page

Deja News - Browse Group Results

MATP4700/DSES4770 Math Models of OR.

GE 485 - Genetic Algorithms

A List of Courses on Algorithms

Lasdon Index of Classes

IEOR264/290G: Computational Optimization

Course Description and Outline Operations Research Applications Mini III, 1998

MGMT352 Index

Management Science 541

Unit 127 - Spatial Decision Support Systems

IFORS Educational Resources Initiative

Linear Programming Short Course

IE261 M&IE UIUC Web WWW Home Page







Software

[a-nders] // code // dual simplex algorithm /

Naamloos

VBnet, The Visual Basic Developers Resource Centre

index

Yet Another Tcl/Tk Software

NEOS Guide: Optimization Software

Swan

Software für Operations Research

Minimum weighted perfect Matching

GAMS Home Page

http://www.cs.umn.edu/~karypis/metis/metis.html

Getting IMPS Software

Delisoft Ltd

Lagrangian Access Design Model

CONTENTS OF ORSEP-CODES

DJGPP

Decision Tree for Optimization Software

Snippets of C code

Home or Away - The Sports League Scheduler for Windows

PCx for Windows

Softwares on Public Release

PlaNet

News about Qhull

NEOS Guide: Optimization Case Studies

MProbe

SHAREWARE.COM -- the way to find shareware on the Internet

Decision Tree for Optimization Software

Linear Programming

Engineering Computer Network: alphabetical software listing, Purdue University, West Lafayette, Indiana

The Simplex Method

Knapsack Problem

Linear Optimization

NEOS Web Interface

NEOS Guide: Optimization Case Studies

Philip's Maze Generation

The Diet Problem

SOL -- Algorithms for Large-Scale Problems

Excel's Solver

GAMS : Guide to Available Mathematical Software

RIOT -- Remote Interactive Optimization Testbed

Anima-LP

Tom Sawyer Software

GVU: Software Visualization

JavaORjavA

Frontline Systems Inc. Home Page

The Spreadsheet Page

ABACUS 2.0







Livros e revistas

Geoprocessamento: Teoria e Aplicacoes

RICTEC

revista Produção

Revista Agrosoft - Numero 08

Electronic Transactions on Artificial Intelligence, ETAI

Applied Soft Computing Journal

Evolutionary Computation: Journals

INFORMS Transactions on Education

Journal of Graph Algorithms and Applications

Book Information

Automated Scheduling and Planning

Scientific American

The AMPL Book

Handbook of Algorithms and Data Structures

Numerical Recipes Home Page

Getting Started With GIS Top Page

http://www.thomson.com/opsman.html

Production and Operations Management by Norman Gaither

Numerical Recipes in C

Mathematical Quotation Server

The rec.puzzles Archive

Algorithms Information and Course Materials on the Net

OR/MS Today

European Journal of Operational Research

Sams Publishing

Journal of Applied Mathematics & Decision Sciences

MO Chapter

Journal of Artificial Intelligence Research

Evolutionary Optimization

Evolutionary Computation

The Computer Journal Online

Journal of Intelligent Manufacturing

The Directory of Computing Science Journals

IEEE SMC Society: Publications

IEEE Transactions on Evolutionary Computation

Journal of Scheduling

International Abstracts in Operations Research

Operations Research: Library

Networks

International Journal of Industrial Engineering

Wiley InterScience Home Page

Electronic Transactions on Artificial Intelligence, ETAI







Geral

Fly Duty Free

ibict - Instituto Brasileiro de Informação em Ciência e Tecnologia

SPGuia: O Guia Turístico Oficial da Cidade de São Paulo

IFA, Homo Ludens

Deja.com's Usenet Discussion Service

Convert-me.Com: Interactive measurements calculator, weights and measures / metric conversion

Bamdad's Math Comics

Millennium Prize Problems

NOSSA TERRA O Point das Cidades Brasileiras - Conheça o Brasil pela Internet

INFORMS: Conferences

Miscellaneous: searching, travel, etc

FOLDOC - Computing Dictionary

Converters from PC Textprocessors to LaTeX - Overview

Super Apostilas -=Aqui tudo é GRÁTIS=-

Municípios do Estado de São Paulo

Revisão- Links

CompaqFácil

Personal Computer Setup

164 Currency Converter by OANDA

Joseph Wu's Origami Page

Lonely Planet Online

Lots of Links

ICONet - Provedor de Acesso

Agencia Estado Homepage

Universo Online

TRAVEL - Internet Travel Network - Travel Reservations and Information

Welcome to Amazon.com Books! Earth's Biggest Bookstore

The English Server

Deja News

Suplementos/Informática

CNN Interactive

Galaxy

Internet via Embratel

Outsource Laboratories Course Calendar

Collected Advice on Research and Writing

Welcome to Virtual Online University and Athena University

Silicon Graphics Enterprise Optimization Home Page

INFORMED: INFORMS Forum on Education

http://apk.net/~holtz/math/humor.txt

Chess on Stamps

Geeks Guide to Walt Disney World

Geek Site of the Day

The Biggest List of HUMOR SITES On the Web

Subway navigator

The Internet Movie Database (IMDb). A database of more than 200,000 titles

Pesquisadores apoiados pelo CNPq

O Globo On

Yves Rochat

LANCENET! - O Campeão da Rede