Evolutionary Algorithms for Constrained Parameter Optimization Problems
نویسندگان
چکیده
منابع مشابه
Evolutionary Algorithms for Constrained Parameter Optimization Problems
Evolutionary computation techniques have received a lot of attention regarding their potential as optimization techniques for complex numerical functions. However, they have not produced a signi cant breakthrough in the area of nonlinear programming due to the fact that they have not addressed the issue of constraints in a systematic way. Only recently several methods have been proposed for han...
متن کاملA Decoder-Based Evolutionary Algorithm for Constrained Parameter Optimization Problems
Several methods have been proposed for handling nonlinear constraints by evolutionary algorithms for numerical optimization problems; a survey paper [7] provides an overview of various techniques and some experimental results, as well as proposes a set of eleven test problems. Recently a new, decoder-based approach for solving constrained numerical optimization problems was proposed [2, 3]. The...
متن کاملBalanced ranking method for constrained optimization problems using evolutionary algorithms
. This work presents a new technique to handle constraints in the solution of optimization problems by evolutionary algorithms – the Balanced Ranking Method (BRM). In this method the fitness function is based on two rankings, for feasible and infeasible solutions respectively. The rankings are merged according to deterministic criteria that consider the status of the search process and specific...
متن کاملEvolutionary Algorithms, Homomorphous Mappings, and Constrained Parameter Optimization
During the last five years, several methods have been proposed for handling nonlinear constraints using evolutionary algorithms (EAs) for numerical optimization problems. Recent survey papers classify these methods into four categories: preservation of feasibility, penalty functions, searching for feasibility, and other hybrids. In this paper we investigate a new approach for solving constraine...
متن کاملBoundary Operators for Constrained Parameter Optimization Problems
In this paper we continue our earlier study [SM96] on boundary operators for constrained parameter optimization problems. The signi cance of this line of research is based on the observation that usually the global solution for many optimization problems lies on the boundary of the feasible region. Thus, for many constrained numerical optimization problems it might be bene cial to search just t...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Evolutionary Computation
سال: 1996
ISSN: 1063-6560,1530-9304
DOI: 10.1162/evco.1996.4.1.1