The Mobile Ad-hoc Network (MANET) includes both the optimal allocation of shared channels and power in a network. Hence, obtaining the trade-off between energy consumption and delay is the major challenge. The source-constrained and maximizing lifetime of the unreliable wireless network includes optimal power allocation. We proposed an Integrated Spider Monkey Optimization Algorithm (ISMOA) for the minimization of energy consumption and the enhancement of throughput in MANET. The Nelder Mead Model (NMM) is used to improve the performance of the local leader stage in the spider monkey optimization algorithm. In this work, the novel approach is used to improve the performance of total energy consumption, throughput, and delay. The experimental works are executed in NS-2 software. The experimental results demonstrate the low delay, energy consumption with high throughput performance. Moreover, the proposed method outperforms the optimal performance compared to state-of-the-art methods.

中文翻译：

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MANET 中基于 Nelder Mead 的蜘蛛猴优化功率和通道分配

移动 Ad-hoc 网络 (MANET) 包括共享信道的优化分配和网络中的功率。因此，在能耗和延迟之间取得平衡是主要挑战。不可靠无线网络的源受限和最大化寿命包括最优功率分配。我们提出了一种集成蜘蛛猴优化算法（ISMOA），用于最小化能源消耗并提高 MANET 的吞吐量。Nelder Mead Model (NMM) 用于提高蜘蛛猴优化算法中本地领导者阶段的性能。在这项工作中，新方法用于提高总能耗、吞吐量和延迟的性能。实验工作在 NS-2 软件中执行。实验结果证明了低延迟，具有高吞吐量性能的能耗。此外，与最先进的方法相比，所提出的方法优于最佳性能。