Hybrid ant colony optimization for continuous domains for solving emission and economic dispatch problems

被引:8
|
作者
Karakonstantis, Ioannis [1 ]
Vlachos, Aristidis [1 ]
机构
[1] Univ Piraeus, Dept Informat, 80 Karaoli & Dimitriou Str, Piraeus 18534, Greece
关键词
Combined Economic and Emission Dispatch; CEED; Ant Colony Optimization; ACO; ACOR; Ant Colony Optimization for Continuous Domains; Hybrid; Pattern Search; PS;
D O I
10.1080/02522667.2017.1385162
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
This paper presents a new approach to combined Economic and Emission Dispatch (CEED) problem based on a previous work of us, using a hybrid version of Ant Colony Optimization for Continuous Domains (ACO(R)) and Pattern Search. The CEED is a conflicting multi-objective optimization problem, in which the objective is to minimize both the economic and emission cost while the power demand (and transmission losses) are met. The Hybrid Ant Colony Optimization for Continuous Domains (PS-ACO(R)) is presented and modified in order to solve this family of power generation problems. This technique can cope with continuous optimization problems with or without constraints, it can converge to global optimum due to its ability to escape from local optimum combining two powerful optimization techniques. In order to demonstrate its effectiveness several tests conducted to the proposed PS-ACO(R) algorithm. These series of tests are based on case studies of Economic and Emission Dispatch family problems presented in literature.
引用
收藏
页码:651 / 671
页数:21
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