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Jiawen Pan's Projects

ocmmh icon ocmmh

OPTIMAL CLUSTERING AND ROUTING PROTOCOL FOR WIRELESS SENSOR NETWORKS

pv-ppso icon pv-ppso

Highly efficient photovoltaic parameter estimation using parallel particle swarm optimization on a GPU

pymetaheuristic icon pymetaheuristic

A python library for: Adaptive Random Search, Ant Lion Optimizer, Arithmetic Optimization Algorithm, Artificial Bee Colony Optimization, Bat Algorithm, Biogeography Based Optimization, Cross-Entropy Method, Cuckoo Search, Differential Evolution, Dispersive Flies Optimization, Dragonfly Algorithm, Firefly Algorithm, Flow Direction Algorithm, Flower Pollination Algorithm, Genetic Algorithm, Grey Wolf Optimizer, Gravitational Search Algorithm, Harris Hawks Optimization, Improved Grey Wolf Optimizer, Improved Whale Optimization Algorithm, Jaya, Memetic Algorithm, Moth Flame Optimization, Multiverse Optimizer, Particle Swarm Optimization, Random Search, Salp Swarm Algorithm, Simulated Annealing, Sine Cosine Algorithm, Whale Optimization Algorithm

relay-node-optimization-using-genetic-algorithm icon relay-node-optimization-using-genetic-algorithm

Relay is one of the most important devices to forward sensory data to sink. Therefore, relay’s connectivity must be kept well so Wireless Sensor Network works optimally. Common problem in Wireless Sensor Network is relay node placement in a deterministic way is not getting optimal results. Heuristic way is done with hope that optimal position of relay can be achieved. In this project genetic algorithm is carried out to solve relay’s position optimization. Genetic algorithm is an algorithm that can be used to find the nearly optimum solution from wide possibility solution area. In this research, researcher used extended intermediate crossover, random mutation, and elitism selection.

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Code for the paper: Rethinking solar photovoltaic parameter estimation: global optimality analysis and a simple efficient differential evolution method

rolling-bearing-fault-diagnosis icon rolling-bearing-fault-diagnosis

利用最小二乘支持向量机进行分类器建模,改进鲸鱼算法(基于冯洛伊曼拓扑的鲸鱼算法)进行超参数寻优

routing-algorithm-in-wsn-grid-based-approach- icon routing-algorithm-in-wsn-grid-based-approach-

The algorithm shows how the sensed data from the sensor nodes is being routed to the sink efficiently.The energy of the sensor nodes is very less and the cost of transmitting data of 1Kb from the sensor nodes to a distance of 100 meters is same as performing 3 billion instructions in a general purpose register.Thus there is a requirement in minimising the number of transmissions and length of transmission and every node in the network must be covered . So a Grid is chosen of dimensions m*m (where m is maximum distance the node can communicate) and among all the nodes a centre head is chosen where all the nodes in the grid sends the data to the cluster head and all the cluster heads sends data to nearest cluster head to save the energy until it reaches the sink

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SOTR: Segmenting Objects with Transformers

spso icon spso

Spherical Vector-based Particle Swarm Optimization

sword2 icon sword2

调整剑侠情缘贰(复刻版)的编译方式,以支持Android和更多的操作系统

transformer icon transformer

依照The Annotated Transformer 的指导实现Transformer, 并加入进去详细的描述,适合小白

vision-transformer-pytorch icon vision-transformer-pytorch

Pytorch version of Vision Transformer (ViT) with pretrained models. This is part of CASL (https://casl-project.github.io/) and ASYML project.

wsn-nsga-iii icon wsn-nsga-iii

Wireless sensors network deployment using Non-Dominated Sorting Genetic Algorithm.

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Optimizing Wireless Underground Sensor Network lifetime using k-means, maximum flow and genetic algorithms

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