2. EMO 2003: Faro, Portugal
Carlos M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele (Eds.): Evolutionary Multi-Criterion Optimization, Second International Conference, EMO 2003, Faro, Portugal, April 8-11, 2003, Proceedings. Springer 2003 Lecture Notes in Computer Science ISBN 3-540-01869-7
Objective Handling and Problem Decomposition
Richard Balling: The Maximin Fitness Function; Multi-objective City and Regional Planning. 1-15
Robin C. Purshouse, Peter J. Fleming: Conflict, Harmony, and Independence: Relationships in Evolutionary Multi-criterion Optimisation. 16-30
Els I. Ducheyne, Bernard De Baets, Robert R. De Wulf: Is Fitness Inheritance Useful for Real-World Applications? 31-42
Xavier Gandibleux, Hiroyuki Morita, Naoki Katoh: Use of a Genetic Heritage for Solving the Assignment Problem with Two Objectives. 43-57
Arturo Hernández Aguirre, Salvador Botello Rionda, Giovanni Lizárraga Lizárraga, Carlos A. Coello Coello: IS-PAES: A Constraint-Handling Technique Based on Multiobjective Optimization Concepts. 73-87
Evan J. Hughes: Multi-objective Binary Search Optimisation. 102-117
Oliver Schütze, Sanaz Mostaghim, Michael Dellnitz, Jürgen Teich: Covering Pareto Sets by Multilevel Evolutionary Subdivision Techniques. 118-132
Robin C. Purshouse, Peter J. Fleming: An Adaptive Divide-and-ConquerMethodology forEvolutionary Multi-criterion Optimisation. 133-147
S. Gunawan, A. Farhang-Mehr, Shapour Azarm: Multi-level Multi-objective Genetic Algorithm Using Entropy to Preserve Diversity. 148-161
Christian Haubelt, Sanaz Mostaghim, Jürgen Teich, Ambrish Tyagi: Solving Hierarchical Optimization Problems Using MOEAs. 162-176
David J. Caswell, Gary B. Lamont: Multiobjective Meta Level Optimization of a Load Balancing Evolutionary Algorithm. 177-191
Algorithm Improvements
Skander Kort: Schemata-Driven Multi-objective Optimization. 192-206
Xiaodong Li: A Real-Coded Predator-Prey Genetic Algorithm for Multiobjective Optimization. 207-221
Kalyanmoy Deb, Manikanth Mohan, Shikhar Mishra: Towards a Quick Computation of Well-Spread Pareto-Optimal Solutions. 222-236
Yaochu Jin, Bernhard Sendhoff: Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach. 237-251
Online Adaptation
Gregorio Toscano Pulido, Carlos A. Coello Coello: The Micro Genetic Algorithm 2: Towards Online Adaptation in Evolutionary Multiobjective Optimization. 252-266
Dirk Büche, Sibylle D. Müller, Petros Koumoutsakos: Self-Adaptation for Multi-objective Evolutionary Algorithms. 267-281
Mario Costa, Edmondo A. Minisci: MOPED: A Multi-objective Parzen-Based Estimation of Distribution Algorithm for Continuous Problems. 282-294
Test Problem Construction
Joshua D. Knowles, David Corne: Instance Generators and Test Suites for the Multiobjective Quadratic Assignment Problem. 295-310
Marco Farina, Kalyanmoy Deb, Paolo Amato: Dynamic Multiobjective Optimization Problems: Test Cases, Approximation, and Applications. 311-326
David Corne, Joshua D. Knowles: No Free Lunch and Free Leftovers Theorems for Multiobjective Optimisation Problems. 327-341
Performance Analysis and Comparison
Zhenyu Yan, Linghai Zhang, Lishan Kang, Guangming Lin: A New MOEA for Multi-objective TSP and Its Convergence Property Analysis. 342-354
Dirk Thierens: Convergence Time Analysis for the Multi-objective Counting Ones Problem. 355-364
Jeffrey Horn: Niche Distributions on the Pareto Optimal Front. 365-375
Vineet R. Khare, Xin Yao, Kalyanmoy Deb: Performance Scaling of Multi-objective Evolutionary Algorithms. 376-390

Andrew Wildman, Geoffrey T. Parks: A Comparative Study of Selective Breeding Strategies in a Multiobjective Genetic Algorithm. 418-432
Hisao Ishibuchi, Youhei Shibata: An Empirical Study on the Effect of Mating Restriction on the Search Ability of EMO Algorithms. 433-447
Alternative Methods
Jeroen C. J. H. Aerts, Marjan van Herwijnen, Theodor J. Stewart: Using Simulated Annealing and Spatial Goal Programming for Solving a Multi Site Land Use Allocation Problem. 448-463
Michael Guntsch, Martin Middendorf: Solving Multi-criteria Optimization Problems with Population-Based ACO. 464-478
Luis Paquete, Thomas Stützle: A Two-Phase Local Search for the Biobjective Traveling Salesman Problem. 479-493
Implementation
Stefan Bleuler, Marco Laumanns, Lothar Thiele, Eckart Zitzler: PISA: A Platform and Programming Language Independent Interface for Search Algorithms. 494-508
Oliver Schütze: A New Data Structure for the Nondominance Problem in Multi-objective Optimization. 509-518
M. Fleischer: The Measure of Pareto Optima. 519-533
Kalyanmoy Deb, Pawan Zope, Abhishek Jain: Distributed Computing of Pareto-Optimal Solutions with Evolutionary Algorithms. 534-549
Applications
Philippe Lacomme, Christian Prins, Marc Sevaux: Multiobjective Capacitated Arc Routing Problem. 550-564
Shinya Watanabe, Tomoyuki Hiroyasu, Mitsunori Miki: Multi-objective RectangularPacking Problem and Its Applications. 565-577
Carlos A. Brizuela, Rodrigo Aceves: Experimental Genetic Operators Analysis for the Multi-objective Permutation Flowshop. 578-592
Tadahiko Murata, Hiroyuki Nozawa, Hisao Ishibuchi, Mitsuo Gen: Modification of Local Search Directions for Non-dominated Solutions in CellularMultiobjective Genetic Algorithms forPattern Classification Problems. 593-607
Hisao Ishibuchi, Takashi Yamamoto: Effects of Three-Objective Genetic Rule Selection on the Generalization Ability of Fuzzy Rule-Based Systems. 608-622
Abbadi Raji Reddy, Kalyanmoy Deb: Identification of Multiple Gene Subsets Using Multi-objective Evolutionary Algorithms. 623-637
Francisco de Toro, Eduardo Ros, Sonia Mota, Julio Ortega: Non-invasive Atrial Disease Diagnosis Using Decision Rules: A Multi-objective Optimization Approach. 638-647
Michael Lahanas, Eduard Schreibmann, Natasa Milickovic, Dimos Baltas: Intensity Modulated Beam Radiation Therapy Dose Optimization with Multiobjective Evolutionary Algorithms. 648-661
Peter B. Cheung, Luisa F. R. Reis, Klebber T. M. Formiga, Fazal H. Chaudhry, Waldo G. C. Ticona: Multiobjective Evolutionary Algorithms Applied to the Rehabilitation of a Water Distribution System: A Comparative Study. 662-676
Klebber T. M. Formiga, Fazal H. Chaudhry, Peter B. Cheung, Luisa F. R. Reis: Optimal Design of WaterDistribution System by Multiobjective Evolutionary Methods. 677-691
Jason L. Dorn, S. Ranji Ranjithan: Evolutionary Multiobjective Optimization in Watershed Water Quality Management. 692-706
Kevin P. Anchor, Jesse B. Zydallis, Gregg H. Gunsch, Gary B. Lamont: Different Multi-objective Evolutionary Programming Approaches for Detecting Computer Network Attacks. 707-721
David Greiner, Blas Galván, Gabriel Winter: Safety Systems Optimum Design by Multicriteria Evolutionary Algorithms. 722-736
Johan Andersson: Applications of a Multi-objective Genetic Algorithm to Engineering Design Problems. 737-751
J. F. Aguilar Madeira, H. Rodrigues, Heitor Pina: Genetic Methods in Multi-objective Optimization of Structures with an Equality Constraint on Volume. 767-781
Shigeru Obayashi, Daisuke Sasaki: Visualization and Data Mining of Pareto Solutions Using Self-Organizing Map. 796-809



