Optimal fuzzy multi-criteria expansion of competence sets using multi-objectives evolutionary algorithms

Authors:
Jih-Jeng Huang;Gwo-Hshiung Tzeng;Chorng-Shyong Ong
Affiliations:
Department of Information Management, National Taiwan University, Taipei, Taiwan;Institute of Management of Technology, National Chiao Tung University, Hsinchu, Taiwan and College of Management, Kai Nan University, Taoyuan, Taiwan;Department of Information Management, National Taiwan University, Taipei, Taiwan
Venue:
Expert Systems with Applications: An International Journal
Year:
2006

Citing 10
Cited 8

Optimal competence set expansion using deduction graphs

Journal of Optimization Theory and Applications
Optimal expansion and design of competence sets with asymmetric acquiring costs

Journal of Optimization Theory and Applications
Multi-objective genetic algorithm and its applications to flowshop scheduling

Computers and Industrial Engineering
Incorporation Competence Sets of Decision Makers by Deduction Graphs

Operations Research
A parametric approach to fuzzy linear programming

Fuzzy Sets and Systems
A fast and elitist multiobjective genetic algorithm: NSGA-II

IEEE Transactions on Evolutionary Computation
Reducing the run-time complexity of multiobjective EAs: The NSGA-II and other algorithms

IEEE Transactions on Evolutionary Computation
Generating learning sequences for decision makers through data mining and competence set expansion

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Multiobjective optimization and multiple constraint handling with evolutionary algorithms. II. Application example

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Interval regression analysis by quadratic programming approach

IEEE Transactions on Fuzzy Systems

An EP algorithm for stability analysis of interval neutral delay-differential systems

Expert Systems with Applications: An International Journal
EP-based PID control design for chaotic synchronization with application in secure communication

Expert Systems with Applications: An International Journal
Parameter identification of chaotic systems using evolutionary programming approach

Expert Systems with Applications: An International Journal
Synchronization of optical chaos in vertical-cavity surface-emitting lasers via optimal PI controller

Expert Systems with Applications: An International Journal
Immune co-evolutionary algorithm based partition balancing optimization for tobacco distribution system

Expert Systems with Applications: An International Journal
An interactive fuzzy satisficing method based on fractile criterion optimization for multiobjective stochastic integer programming problems

Expert Systems with Applications: An International Journal
Using TOPSIS approach for solving the problem of optimal competence set adjustment with multiple target solutions

ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Optimal expansion of competence sets with multilevel skills

Computers and Industrial Engineering

Quantified Score

Hi-index	12.06

Visualization

Abstract

Competence set is widely used to plan the optimal expansion process of skills, abilities or strategies. However, the conventional method is concerned only with one criterion rather than multi-criteria problems. In addition, the crisp value cannot reflect the ambiguity and the uncertainty in practice. In this paper, we propose the fuzzy criteria competence set analysis. In order to obtain Pareto solutions, multi-objective evolutionary algorithm (MOEA) is employed here. A numerical example with two fuzzy criteria is also used to illustrate the proposed method.