Advances in Multiple Objective and Goal Programming Proceedings of t

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Springer Berlin Heidelberg New York Barcelona Budapest Hong Kong London Milan Paris Santa Clara Singapore Tokyo

Rafael Caballero Francisco Ruiz Ralph E. Steuer (Eds.)

Advances in Multiple Objective and Goal Programming Proceedings of the Second International Conference on Multi-Objective Programming and Goal Programming, Torremolinos, Spain, May 16-18, 1996

Springer

Editors Prof. Rafael Caballero Prof. Francisco Ruiz University of Malaga Departamento de Economta Aplicada (Matematicas) Facultad de Ciencias Economicas y Empresariales Campus El Ejido sin 29071 Malaga, Spain

Prof. Ralph Steuer University of Georgia Faculty of Management Scicnce 206 Brooks Hall Athens, Georgia 30602-6255, USA

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Die Deutsche Bibliothek - CIP-Einheitsaufnahme

Advances in multiple objektive and goal programming : proceedings of the Second International Conference on MultiObjective Programming and Goal Programming, Torremolinos, Spain, May 16 - 18, 1996/ Rafael Caballero ... (ed.). - Berlin; Heidelberg; New York; Barcelona; Budapest ; Hong Kong; London; Milan; Paris ; Santa Clara ; Singapore ; Tokyo : Springer, 1997 (Lecture notes in economics and mathematical systems; 455) ISBN-13: 978-3-540-63599-4 e-ISBN-13: 978-3-642-46854-4 DOl: to.to07/978-3-642-46854-4 ISSN 0075-8442 ISBN-I 3 : 978-3-540-63599-4 This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer-Verlag. Violations are liable for prosecution under the German Copyright Law. © Springer-Verlag Berlin Heidelberg 1997

The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. Typesetting: Camera ready by author SPIN: 10548050

42/3142-543210- Printed on acid-free paper

Contents Introduction Introduction ............................................................. .. R. Caballero, F Ruiz, R.E. Steuer

Abraham Charnes Distinguished Lecture On the Education of a Multi-Criteria Researcher: A Personal View S. 1. Gass

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Part 1: Goal Programming An Example of Good Modelling Practice in Goal Programming: Means for Overcoming Incommensurability... . . . . . . ... . . . . . . . .. . . . ... A1. Tamiz, D. Jones

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Pattern Classification by Linear Goal Programming and its Applications... ... ... ... ... ... ... ... .. ..................... H. Nakayama, N. Kagaku

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Goal Programming and Heuristic Search ....................... . L. Mandow, E. Millan

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Goal Programming Mode