a theorem was recently introduced to establish a relationship betweengoal programming and fuzzy programming for vectormaximum problems.in this short note it is shown that the relationship does not exist underall circumstances. the necessary correction is proposed.

Gas compressibility factor (z-factor) is an important parameter widely applied in petroleum and chemical engineering. Experimental measurements, equations of state (EOSs) and empirical correlations are the most common sources in z-factor calculations. However, these methods have serious limitations such as being time-consuming as well as those from a computational point of view, like instabilit...

Genetic programming (GP), for the synthesis of brand new programs, continues to demonstrate increasingly capable results towards complex problems. A key challenge in GP is how learn from past so that successful simple programs can feed into more challenging unsolved Transfer Learning (TL) literature has yet an automated mechanism identify existing donor with high-utility genetic material proble...

Increasing economy’s resistance against the menace of sanctions, various risks, shocks, and internal and external threats are one of the main national policies which can be implemented through bank investments. Investment project selection is a complex and multi-criteria decision-making process that is influenced by multiple and often some conflicting objectives. This paper studies portfolio inve...

Susumu Ohno's provocative book Evolution by Gene Duplication proposed that the creation of new proteins in nature (and hence new structures and new behaviors in living things) begins with a gene duplication and that gene duplication is "the major force of evolution." This paper describes six new architecture-altering operations for genetic programming that are patterned after the naturally-occu...

Intrusion detection is the process of monitoring the events occurring in a computer system or network and analyzing them for signs of intrusions, defined as attempts to compromise the confidentiality, integrity, availability, or to bypass the security mechanisms of a computer or network. This paper proposes the development of an Intrusion Detection Program (IDP) which could detect known attack ...

The ability to anticipate the effects of interaction between waste rubber particles from end-of-life tires and bitumen can encourage use rubberized bitumen, a material with proven environmental benefits, in civil engineering applications. In this study, predictive model viscosity is presented for purpose. A machine learning-based approach (Multi-Gene Genetic Programming—MGGP) more traditional m...

in this paper, the portfolio selection problem is considered, where fuzziness and randomness appear simultaneously in optimization process. since return and dividend play an important role in such problems, a new model is developed in a mixed environment by incorporating fuzzy random variable as multi-objective nonlinear model. then a novel interactive approach is proposed to determine the pref...