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An adaptive memetic algorithm for multi-UAV cooperative task assignment under complex constraints

delete2026-04-17
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PRE
AI
K
Kai Meng
Z
Zonghong Jiang
B
Bin Xin
F
Fang Deng
陈晨 (Chen Chen) *
DOI:10.1016/j.swevo.2026.102395delete
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Abstract

Abstract

En 中文
• A mixed-variable model is formulated for the multi-UAV task assignment problem. • An adaptive memetic algorithm is proposed to solve the formulated problem. • A problem-specific global search is designed to improve search efficiency. • A knowledge-driven local search is developed to enhance elite solution quality.
Keywords:
multi-UAV task assignment
adaptive memetic algorithm
complex constraints
global search
local search

Journal

Swarm and Evolutionary Computation cover
Swarm and Evolutionary Computation
IF:
8.5
Papers:
2.2K
Citations:
1.0W

Organization

B
beijing institute of technology
Scholars:
5.5W
Papers: 4.0W
Citations: 63
B
Beijing Institute of Technology
Scholars:
5.2K
Papers: 2.1K
Citations: 6.0W