Multi-objective optimization of water jet machining process using simple optimization algorithm(SOPT)

被引:2
|
作者
Thomas, Joji [1 ]
Sahu, Anshuman Kumar [1 ]
Mahapatra, S. S. [2 ]
机构
[1] NIT, Rourkela, India
[2] NIT, Mech Engn Dept, Rourkela, India
关键词
multi-objective optimization; SOPT; NSGA-II; water jet machining; Pareto front; PERFORMANCE;
D O I
10.1016/j.matpr.2018.06.255
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
To achieve high quality of machining at low cost, optimization of cutting parameters of machining processes are required. In this work process parameters of Water Jet Machining(WJM) are optimized using a meta-heuristic algorithm called simple optimization(SOPT) algorithm. SOPT algorithm incorporated with weighted aggregation and crowding distance approach is used to solve two objective optimization problem. The non-dominated solution set obtained is compared with the set obtained from Non-dominated Sorting Genetic Algorithm(NSGA-II). (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:19034 / 19042
页数:9
相关论文
共 50 条
  • [41] Multi-objective Optimization Immune Algorithm Using Clustering
    Sun Fang
    Chen Yunfang
    Wu Weimin
    2010 INTERNATIONAL CONFERENCE ON BIO-INSPIRED SYSTEMS AND SIGNAL PROCESSING (ICBSSP 2010), 2010, : 9 - 13
  • [42] Multi-objective Optimization Immune Algorithm Using Clustering
    Sun Fang
    Chen Yunfang
    Wu Weimin
    COMPUTING AND INTELLIGENT SYSTEMS, PT IV, 2011, 234 : 242 - 251
  • [43] Multi-objective optimization of electrical discharge machining parameters using particle swarm optimization
    Luis-Perez, Carmelo J.
    APPLIED SOFT COMPUTING, 2024, 153
  • [44] Structural optimization design of ice abrasive water jet nozzle based on multi-objective algorithm
    Liu, Ying
    Chen, Xiaoyang
    Zhang, Jun
    Feng, Lele
    Liu, Huiwen
    Hao, Chong
    FLOW MEASUREMENT AND INSTRUMENTATION, 2024, 97
  • [45] Study on multi-objective fuzzy optimization algorithm for chemical process
    Sun, L
    Fan, XS
    Yao, PJ
    PROCESS SYSTEMS ENGINEERING 2003, PTS A AND B, 2003, 15 : 1370 - 1375
  • [46] Accelerated cuckoo optimization algorithm for the multi-objective welding process
    Mohamed Arezki Mellal
    Abdellah Salhi
    Edward J. Williams
    Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2020, 42
  • [47] Grasshopper optimization algorithm for multi-objective optimization problems
    Mirjalili, Seyedeh Zahra
    Mirjalili, Seyedali
    Saremi, Shahrzad
    Faris, Hossam
    Aljarah, Ibrahim
    APPLIED INTELLIGENCE, 2018, 48 (04) : 805 - 820
  • [48] Grasshopper optimization algorithm for multi-objective optimization problems
    Seyedeh Zahra Mirjalili
    Seyedali Mirjalili
    Shahrzad Saremi
    Hossam Faris
    Ibrahim Aljarah
    Applied Intelligence, 2018, 48 : 805 - 820
  • [49] Accelerated cuckoo optimization algorithm for the multi-objective welding process
    Mellal, Mohamed Arezki
    Salhi, Abdellah
    Williams, Edward J.
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2019, 42 (01)
  • [50] Multi-objective Brainstorm Optimization Algorithm for Sparse Optimization
    Liang, J. J.
    Wang, P.
    Yue, C. T.
    Yu, K. J.
    Li, Z. H.
    Qu, B. Y.
    2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2018, : 2211 - 2218