Proceedings of the Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support

Session: Theory and Models of Multicriteria Decision Making, Games Theory and Optimization for Knowledge Discovery, Knowledge Management and Decision Support

14 articles
Proceedings Article

Using MCDA to enable individual preference-based matchmaking in the sustainable mobility domain

Sven Kölpin, Daniel Stamer, Benjamin Wagner vom Berg
This work provides a foundation to make heterogeneous alternatives for mobility (transportation modes) compara-ble in the context of sustainability and providing possi-bilities to also compare them in other contexts such as costs or flexibility. The key to a successful comparison of such transportation...
Proceedings Article

An Empirical Analysis of Competitiveness on Cities of Sinaloa, Mexico with an Outranking Method

Pavel A. Alvarez Carillo, Martín León Santiesteban, Diego A. Gastelum Chavira, Luis A. Vega Osuna
This work aims to develop an Empirical Analysis of Des-tination Competitiveness of three main cities of Sinaloa, Mexico with a well-known Crouch-Ritchie model. This problem is approached as a multicriteria ranking problem with an outranking method and a multicriteria group deci-sion support system to...
Proceedings Article

Handling incomplete information in the framework of THESEUS multicriteria sorting method

Jorge Navarro, Eduardo Fernandez, Rafael Olmedo
In this paper we face the multicriteria sorting problem considering that we have incomplete information. Multicriteria sorting is a particular case of classification problems. It consists in the assignment of some actions to some pre-defined classes. Classification refers to prob-lems where the classes...
Proceedings Article

Multicriteria optimization of interdependent project portfolios with ‘a priori’ incorporation of decision maker preferences

Laura Cruz, Eduardo R. Fernandez, Claudia G. Gomez, Gilberto Rivera
One of the most important management issues lies in determining the best portfolio of a given set of investment proposals. This decision involves the pursuit of multiple criteria, and has been commonly addressed by implementing a two-phase procedure whose first step identifies the efficient solution...
Proceedings Article

Preference Incorporation into Evolutionary Multiobjective Optimization using Preference Information Implicit in a Set of Assignment Examples

Laura Cruz-Reyes, Eduardo Fernandez, Rafael Olmedo, Patricia Sanchez, Jorge Navarro
Nowadays, most approaches in the evolutionary multiobjective optimization literature concentrate mainly on adapting an evolutionary algorithm to generate an ap-proximation of the Pareto frontier. However, this does not solve the problem. We present a new idea to incorporate into a MOEA the Decision Maker...
Proceedings Article

A Multiobjective Evolutionary Approach to a Medium- Sized Multicriteria Ranking Problem A Multiobjective Evolutionary Approach to a Medium- Sized Multicriteria Ranking Problem

Juan Carlos Leyva López, Jesús Jaime Solano Noriega, Diego Alonso Gastélum Chavira, Maria De los Dolores Sánchez Castañeda
The framework of multiobjective optimization is used to tackle the multicriteria ranking problem. The conceptual advantages of the multiobjective formulation are discussed and a new multiobjective evolutionary algorithm is introduced with the purpose of transforming a known valued outranking relation...
Proceedings Article

Partially Mixed Duopoly and Oligopoly: Consistent Conjectural Variations Equilibrium (CCVE). Part 1

Vyacheslav V. Kalashnikov, Nataliya I. Kalashnykova, J. Fernando Camacho
In this paper, we consider a model of partially mixed duopoly with conjectured variations equilibrium (CVE). The agents’ conjectures concern the price variations depending upon their production output’s increase or decrease. We establish existence and uniqueness results for the conjectured variations...
Proceedings Article

Partially Mixed Duopoly and Oligopoly: Consistent Conjectural Variations Equilibrium (CCVE). Part 2

Vyacheslav V. Kalashnikov, Nataliya I. Kalashnykova, J. Fernando Camacho
In this paper, a model of partially mixed oligopoly with conjectured variations equilibrium (CVE) is studied. The agents make conjectures concerning the price variations depending upon their production output’s fluctuations. Existence and uniqueness results for the conjectured variations equilibrium...
Proceedings Article

Applying Pareto meta-analysis in location selection for photovoltaic plant

Daymi Morales Vega, María Teresa Lamata Jiménez, Alejandro Rosete Suárez, Juan M. Sánchez-Lozano
In decision-making situations, it is common to have a set of alternatives and to choose the best among them or to estab-lish a ranking. Multi-criteria decision methods can be ap-plied to obtain different rankings, even though the set of al-ternatives and criteria are the same. Considering this, the idea...
Proceedings Article

Towards a Formal Model for ECG Data Analysis and Decision Making

Oswaldo Cuen Tellez, Ines F. Vega Lopez
ECG sequences databases lack of a formal way to model analysis and query operations. In the pursuit of such a formal model, the definition of relevant primitive operators is necessary. We identify the convolution operator of sequences as one of those primitive operators. We take two QRS detection algorithms...
Proceedings Article

Project Ranking-Based Portfolio Selection Using Evolutionary Multiobjective Optimization of a Vector Proxy Impact Measure

S. Samantha Bastiani, Laura Cruz, Eduardo Fernandez, Claudia Gómez, Victoria Ruiz
Selecting project portfolios Decision-Maker usually starts with limited information about projects and portfo-lios. One of the challenges involved in analyzing, search-ing and selecting the best portfolio is having a method to evaluate the impact of every project and portfolio in order to compare them....
Proceedings Article

MILP for selecting portfolio of R&D projects in public organizations with partial and full resource allocation policies

Nancy Maribel Arratia Martínez, Fernando López Irarragorri
In general, the problem of R&D project portfolio selec-tion (RDPPS) is to choose a set of project proposals that optimize certain impact measures designated by the deci-sion maker. In this paper we present a MILP model, that incorporates the most relevant aspects of the problem found in the literature,...
Proceedings Article

SADGAGE: A MCGDSS to Solve the Multicriteria Ranking Problem in a Distributed and Asynchronous Environment

Juan Carlos Leyva López, Pável Anselmo Álvarez Carrillo
This paper presents a Web-based Multicriteria Group De-cision Support System for solving multicriteria ranking problems: how to rank a set of alternatives - having eval-uations in terms of several criteria - in decreasing order of preference by a collaborative group of decision makers in sequential or...
Proceedings Article

Non-Transitive Binary Relation of Preference in the Case of Random Value Functions, Derived from REPOMP

Natalia D. Nikolova, Snejana Ivanova, Gergana Georgieva, Kiril Tenekedjiev
This work analyses decision making situations, where the quantity of the value function associated with the alternatives is a random number with known distribution. The main contribution of the paper is that alternatives are grouped into pseudo indifference classes, where the alternatives are indifferent...