A knee-guided differential evolution algorithm for unmanned aerial vehicle path planning in disaster management

[1]  Ye Tian,et al.  PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum] , 2017, IEEE Computational Intelligence Magazine.

[2]  José Luis Risco-Martín,et al.  On the performance comparison of multi-objective evolutionary UAV path planners , 2013, Inf. Sci..

[3]  Fang Liu,et al.  Chaotic artificial bee colony approach to Uninhabited Combat Air Vehicle (UCAV) path planning , 2010 .

[4]  K. Okazaki,et al.  Livelihood changes in Banda Aceh, Indonesia after the 2004 Indian Ocean Tsunami , 2017, International Journal of Disaster Risk Reduction.

[5]  Xiaofei Wang,et al.  A grey wolf optimizer using Gaussian estimation of distribution and its application in the multi-UAV multi-target urban tracking problem , 2019, Appl. Soft Comput..

[6]  Yunna Wu,et al.  A decision framework of offshore wind power station site selection using a PROMETHEE method under intuitionistic fuzzy environment: A case in China , 2020 .

[7]  Ian F. Akyildiz,et al.  Help from the Sky: Leveraging UAVs for Disaster Management , 2017, IEEE Pervasive Computing.

[8]  Wang Ming-hai,et al.  Grey evaluation and optimization of UAV's path planning method , 2010, 2010 2nd International Conference on Electronic Computer Technology.

[9]  Jianqiang Li,et al.  A Hybrid Path Planning Method in Unmanned Air/Ground Vehicle (UAV/UGV) Cooperative Systems , 2016, IEEE Transactions on Vehicular Technology.

[10]  Wei Pan,et al.  Grey wolf optimizer for unmanned combat aerial vehicle path planning , 2016, Adv. Eng. Softw..

[11]  T. Jayabarathi,et al.  Economic dispatch using hybrid grey wolf optimizer , 2016 .

[12]  Kai Zhang,et al.  Evolutionary Algorithm for Knee-Based Multiple Criteria Decision Making , 2019, IEEE Transactions on Cybernetics.

[13]  Shu-Chuan Chu,et al.  A Hybrid Differential Evolution Algorithm and Its Application in Unmanned Combat Aerial Vehicle Path Planning , 2020, IEEE Access.

[14]  Lixin Tang,et al.  A knee-guided prediction approach for dynamic multi-objective optimization , 2020, Inf. Sci..

[15]  Gary G. Yen,et al.  Constraint Handling in Multiobjective Evolutionary Optimization , 2009, IEEE Transactions on Evolutionary Computation.

[16]  Jiaqiang Zhang,et al.  Reconnaissance Mission Conducted by UAV Swarms Based on Distributed PSO Path Planning Algorithms , 2019, IEEE Access.

[17]  Songmin Jia,et al.  A novel phase angle-encoded fruit fly optimization algorithm with mutation adaptation mechanism applied to UAV path planning , 2018, Appl. Soft Comput..

[18]  Jie Chen,et al.  3D Multi-Constraint Route Planning for UAV Low-Altitude Penetration Based on Multi-Agent Genetic Algorithm , 2011 .

[19]  Mariana C. Arcaya,et al.  Twelve years later: The long-term mental health consequences of Hurricane Katrina. , 2019, Social science & medicine.

[20]  Zhijian Wu,et al.  Enhancing differential evolution with random neighbors based strategy , 2017, J. Comput. Sci..

[21]  Jianqiao Yu,et al.  Modified central force optimization (MCFO) algorithm for 3D UAV path planning , 2016, Neurocomputing.

[22]  Haibin Duan,et al.  Social-class pigeon-inspired optimization and time stamp segmentation for multi-UAV cooperative path planning , 2018, Neurocomputing.

[23]  Reza Fotohi,et al.  An agent-based self-protective method to secure communication between UAVs in unmanned aerial vehicle networks , 2020, Veh. Commun..

[24]  Radu-Emil Precup,et al.  Optimal Robot Path Planning Using Gravitational Search Algorithm , 2013 .

[25]  Jörg Fliege,et al.  Glider Routing and Trajectory Optimisation in disaster assessment , 2019, Eur. J. Oper. Res..

[26]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[27]  Xiaojiang Du,et al.  Evolution-algorithm-based unmanned aerial vehicles path planning in complex environment , 2019, Comput. Electr. Eng..

[28]  Haibin Duan,et al.  A multi-objective pigeon-inspired optimization approach to UAV distributed flocking among obstacles , 2020, Inf. Sci..

[29]  Kalyanmoy Deb,et al.  An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints , 2014, IEEE Transactions on Evolutionary Computation.

[30]  Gary G. Yen,et al.  Performance Metric Ensemble for Multiobjective Evolutionary Algorithms , 2014, IEEE Transactions on Evolutionary Computation.

[31]  Javier Del Ser,et al.  Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning , 2019, Swarm Evol. Comput..

[32]  Mehmet Fatih Tasgetiren,et al.  Differential evolution algorithm with ensemble of parameters and mutation strategies , 2011, Appl. Soft Comput..

[33]  Gary G. Yen,et al.  Hybrid bi-objective portfolio optimization with pre-selection strategy , 2017, Inf. Sci..

[34]  Jing Zhang,et al.  A novel hybrid grey wolf optimizer algorithm for unmanned aerial vehicle (UAV) path planning , 2020, Knowl. Based Syst..

[35]  Jing Zhang,et al.  A novel reinforcement learning based grey wolf optimizer algorithm for unmanned aerial vehicles (UAVs) path planning , 2020, Appl. Soft Comput..

[36]  Gary G. Yen,et al.  Differential evolution mutation operators for constrained multi-objective optimization , 2018, Appl. Soft Comput..

[37]  Yanli Yin,et al.  User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm , 2017, Knowl. Based Syst..

[38]  Gary G. Yen,et al.  Minimum Manhattan Distance Approach to Multiple Criteria Decision Making in Multiobjective Optimization Problems , 2016, IEEE Transactions on Evolutionary Computation.

[39]  Chenglong He,et al.  Efficient path planning for UAV formation via comprehensively improved particle swarm optimization. , 2020, ISA transactions.

[40]  Yong Wang,et al.  A comparative study of constraint-handling techniques in evolutionary constrained multiobjective optimization , 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

[41]  Rainer Storn,et al.  Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..

[42]  Parvathy Rajendran,et al.  Differential-Evolution Control Parameter Optimization for Unmanned Aerial Vehicle Path Planning , 2016, PloS one.

[43]  Chunhui Zhao,et al.  Unmanned combat aerial vehicles path planning using a novel probability density model based on Artificial Bee Colony algorithm , 2013, 2013 Fourth International Conference on Intelligent Control and Information Processing (ICICIP).

[44]  Yew-Soon Ong,et al.  Data-driven risk assessment and multicriteria optimization of UAV operations , 2018 .

[45]  Mohammadreza Radmanesh,et al.  Grey wolf optimization based sense and avoid algorithm in a Bayesian framework for multiple UAV path planning in an uncertain environment , 2018, Aerospace Science and Technology.

[46]  Hongtao Cui,et al.  A hybrid algorithm of particle swarm optimization, metropolis criterion and RTS smoother for path planning of UAVs , 2018, Appl. Soft Comput..

[47]  Kimon P. Valavanis,et al.  Evolutionary algorithm based offline/online path planner for UAV navigation , 2003, IEEE Trans. Syst. Man Cybern. Part B.

[48]  Yong Wang,et al.  Utilizing cumulative population distribution information in differential evolution , 2016, Appl. Soft Comput..

[49]  Han Zhang,et al.  Unmanned Aerial Vehicle Coverage Path Planning Algorithm Based on Cellular Automata* , 2018, 2018 International Conference on Information Systems and Computer Aided Education (ICISCAE).

[50]  O. Koide,et al.  Research on post-Wenchuan earthquake recovery and reconstruction implementation: A case study of housing reconstruction of Dujiangyan City , 2019 .

[51]  Junjie Wu,et al.  Path Planning for GEO-UAV Bistatic SAR Using Constrained Adaptive Multiobjective Differential Evolution , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[52]  Indraneel Das.  On characterizing the “knee” of the Pareto curve based on Normal-Boundary Intersection , 1999 .

[53]  Yong Xu,et al.  An Improved Path Planning Algorithm for Unmanned Aerial Vehicle Based on RRT-Connect , 2018, 2018 37th Chinese Control Conference (CCC).

[54]  Murat Köksalan,et al.  A flexible reference point-based multi-objective evolutionary algorithm: An application to the UAV route planning problem , 2020, Comput. Oper. Res..

[55]  Francisco Herrera,et al.  A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms , 2011, Swarm Evol. Comput..

[56]  Tran Hiep Dinh,et al.  Enhanced discrete particle swarm optimization path planning for UAV vision-based surface inspection , 2017, ArXiv.

[57]  S. Chiba,et al.  Prevalence and species richness of trematode parasites only partially recovers after the 2011 Tohoku, Japan, earthquake tsunami. , 2019, International journal for parasitology.

[58]  Vitor Nazário Coelho,et al.  A multi-objective green UAV routing problem , 2017, Comput. Oper. Res..

[59]  Marcin Woźniak,et al.  Graphic object feature extraction system based on Cuckoo Search Algorithm , 2016, Expert Syst. Appl..

[60]  Kalyanmoy Deb,et al.  Finding Knees in Multi-objective Optimization , 2004, PPSN.