Enhanced metaheuristic search algorithms

Enhanced metaheuristic search algorithms

Applications in the management of electricity distribution systems

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Many of the existing conventional optimization techniques face with difficulties specific to the search space exploration. To overcome such difficulties, metaheuristic techniques were proposed, such as the Gravitational Search Algorithm (GSA), the Bat Algorithm (BA) and the Whale Optimization Algorithm (WOA). Although all mentioned algorithms perform well, each of them has some limitations. This book presents enhanced versions of the basic implementations of GSA, BA and WOA based on elitism, hypermutation and a special exploration strategy called dynamic supervision (GSA), a special selection ...