Evaluating the potential trade-off between students’ satisfaction and school performance using evolutionary multiobjective optimization

Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach

In real-world applications, it is often desired that a solution is not only of high performance, but also of high robustness. In this context, a solution is usually called robust, if its performance only gradually decreases when design variables or environmental parameters are varied within a certain range. In evolutionary optimization, robust optimal solutions are usually obtained by averaging...

Trade-off between Optimality and Robustness: An Evolutionary Multiobjective Approach

In real-world applications, it is often desired that a solution is not only of high performance, but also of strong robustness. In evolutionary optimization, robust optimal solutions can be obtained either by averaging the fitness in the neighborhood or by perturbing the design variables in fitness evaluations. Unfortunately, only one solution can usually be obtained from one run of optimizatio...

the relationship between academic self-concept and academic achievement in english and general subjects of the students of high school

according to research, academic self-concept and academic achievement are mutually interdependent. in the present study, the aim was to determine the relationship between the academic self-concept and the academic achievement of students in english as a foreign language and general subjects. the participants were 320 students studying in 4th grade of high school in three cities of noor, nowshah...

The interactive step trade-off method (ISTM) for multiobjective optimization

Multiobjective optimization using evolutionary algorithms

Evolutionary algorithms (EAs) such as evolution strategies and genetic algorithms have become the method of choice for optimization problems that are too complex to be solved using deterministic techniques such as linear programming or gradient (Jacobian) methods. The large number of applications (Beasley (1997)) and the continuously growing interest in this field are due to several advantages ...