In order to improve the autonomy and intelligence of group animation behavior, this paper proposes a particle swarm optimization algorithm for automatic control of group animation behavior. After the user inputs the group animation behavior construction target, the individual path is planned according to the fixed behavior rules, and the particle swarm optimization algorithm and the improved artificial fish swarm optimization algorithm are used to select the optimal action for the individual in the group animation according to the top-down control process. The experimental results show that after the PSO converges to the global optimal solution, the evolution times of the PSO converge to the global optimal solution again when the surrounding environment changes 10 times. The population diversity of particle swarm optimization algorithm is obviously better than those of the other two algorithms in the process of automatically controlling the movement of individuals to the circle and to the stand in the crowd animation. Compared with the original algorithm AFSA, the improved artificial fish swarm algorithm proposed in this paper is easier to obtain the global optimal value, and the optimization speed is also improved. In conclusion, the example analysis verifies that the algorithm can effectively realize the automatic control of group animation behavior and has high convergence speed and high autonomy.
机构:
Jining Normal Univ, Jining, Inner Mongolia, Peoples R China
Jining Normal Univ, Key Lab High Speed Signal Proc & Internet Things, Jining, Peoples R ChinaJining Normal Univ, Jining, Inner Mongolia, Peoples R China
机构:
Shanghai Univ Sport, China Table Tennis Coll, Shanghai 200438, Peoples R ChinaShanghai Univ Sport, China Table Tennis Coll, Shanghai 200438, Peoples R China
She, Jingyan
Du, Peng
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机构:
Shanghai Univ Sport, China Table Tennis Coll, Shanghai 200438, Peoples R ChinaShanghai Univ Sport, China Table Tennis Coll, Shanghai 200438, Peoples R China
机构:
Zhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Guangdong Qinzhi Sci & Technol Res Inst, Hengqin New Area, Peoples R China
City Univ Macau, Macau, Peoples R ChinaZhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Li, Daming
Liu, Wenjian
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机构:
City Univ Macau, Macau, Peoples R ChinaZhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Liu, Wenjian
Deng, Lianbing
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机构:
Zhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Guangdong Qinzhi Sci & Technol Res Inst, Hengqin New Area, Peoples R China
Huazhong Univ Sci & Technol, Wuhan, Peoples R ChinaZhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Deng, Lianbing
Qin, Bin
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机构:
City Univ Macau, Macau, Peoples R ChinaZhuhai Da Hengqin Sci & Technol Dev Co Ltd, Post Doctoral Res Ctr, Hengqin New Area 519031, Guangdong, Peoples R China
Qin, Bin
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES,
2021,
32
(02):
机构:
Tangshan Normal Univ, Comp Sci Dept, Tangshan 063000, Hebei, Peoples R ChinaTangshan Normal Univ, Comp Sci Dept, Tangshan 063000, Hebei, Peoples R China
Shang, Yanhong
Zhang, Jing
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机构:
TangShan Normal Univ, Deans Off, Tangshan 063000, Hebei, Peoples R ChinaTangshan Normal Univ, Comp Sci Dept, Tangshan 063000, Hebei, Peoples R China