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MICAI
2004
Springer
16 years 11 days ago
Simple Feasibility Rules and Differential Evolution for Constrained Optimization
In this paper, we propose a differential evolution algorithm to solve constrained optimization problems. Our approach uses three simple selection criteria based on feasibility to g...
Efrén Mezura-Montes, Carlos A. Coello Coell...
ICDM
2003
IEEE
154views Data Mining» more  ICDM 2003»
16 years 9 days ago
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds
In this paper we study the problem of classifying chemical compound datasets. We present a sub-structure-based classification algorithm that decouples the sub-structure discovery...
Mukund Deshpande, Michihiro Kuramochi, George Kary...
ICTAI
2003
IEEE
16 years 9 days ago
Engineering Optimization Using a Simple Evolutionary Algorithm
This paper presents a simple ¢¤£¦¥¨§© Evolution Strategy and three simple selection criteria to solve engineering optimization problems. This approach avoids the use of a...
Efrén Mezura-Montes, Carlos A. Coello Coell...
SAINT
2003
IEEE
16 years 8 days ago
Context Attributes: An Approach to Enable Context-awareness for Service Discovery
Service discovery problem has recently been drawing much attention from researchers and practitioners. Jini, SLP, and UPnP are among the few emerging service discovery protocols. ...
Choonhwa Lee, Abdelsalam Helal
GECCO
1999
Springer
167views Optimization» more  GECCO 1999»
15 years 11 months ago
A Biologically Inspired Fitness Function for Robotic Grasping
This paper describes the innovative use of genetic programming (GP) to solve the grasp synthesis problem for multifingered robot hands. The goal of our algorithm is to select a Ò...
J. Jaime Fernandez, Ian D. Walker