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Economic Load Dispatch Using Ant Lion Optimization

机译:使用Ant Lion优化进行经济负荷分配

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Ant Lion Optimization (ALO) is recently developed search algorithm. It is a nature inspired and population based algorithm .The inspiration of this algorithm is taken by the hunting process of ant lion in nature. Ant Lion uses mainly five steps for hunting prey, which includes the random walk of ants, build a trap, entrap ants , catch preys, and rebuild traps. This paper presents Ant Lion Optimization (ALO) method for solution of Economic load dispatch problems. The prime intend of Economic load dispatch (ELD) is to minimize total cost of generation with the given operating constraints. This proposed method is tested with 3, 6 and 20 units for solving the ELD. Results show that given technique gives good convergence property and precise solution of ELD problems.
机译:蚂蚁狮子优化(ALO)是最近开发的搜索算法。这是一种自然启发和基于种群的算法。该算法的灵感来自自然界中蚂蚁的狩猎过程。蚂蚁狮子主要使用五个步骤来捕食猎物,其中包括随机行走蚂蚁,建立陷阱,诱捕蚂蚁,捕捉猎物和重建陷阱。本文提出了用于解决经济负荷分配问题的蚁群优化(ALO)方法。经济负荷分配(ELD)的主要目的是在给定的操作约束下将总发电成本降至最低。用3、6和20个单元测试了此提议的方法以解决ELD。结果表明,该技术具有良好的收敛性,可以较好地解决ELD问题。

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