Simulated Annealing, Its Variants and Engineering Applications

被引：102
作者：
Siddique, Nazmul [1 ]
Adeli, Hojjat [2 ]
机构：
[1] Univ Ulster, Sch Comp & Intelligent Syst, Northland Rd, Londonderry BT48 7JL, Londonderry, North Ireland
[2] Ohio State Univ, Coll Engn, 470 Hitchcock Hall,2070 Neil Ave, Columbus, OH 43210 USA
来源：
INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS | 2016年 / 25卷 / 06期
关键词：
Simulated annealing; Boltzmann annealing; fast annealing; cooling schedule; PARTICLE SWARM OPTIMIZATION; ANT COLONY OPTIMIZATION; COMBINATORIAL OPTIMIZATION; GENETIC ALGORITHMS; HARMONY SEARCH; NEURAL-NETWORK; HYBRID; DESIGN; REGRESSION; CLUSTER;
D O I：
10.1142/S0218213016300015
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a review of research reported on simulated annealing (SA). Different cooling/annealing schedules are summarized. Variants of SA are delineated. Recent applications of SA in engineering are reviewed.
引用
收藏
页数：24
相关论文
共 114 条
[1]  
Aarts E. H. L., 1988, STAT NEERL, V43
[2]   A QUANTITATIVE-ANALYSIS OF THE SIMULATED ANNEALING ALGORITHM - A CASE-STUDY FOR THE TRAVELING SALESMAN PROBLEM [J].
AARTS, EHL ;
KORST, JHM ;
VANLAARHOVEN, PJM .
JOURNAL OF STATISTICAL PHYSICS, 1988, 50 (1-2) :187-206
[3]   A DYNAMIC-PROGRAMMING METHOD FOR ANALYSIS OF BRIDGES UNDER MULTIPLE MOVING LOADS [J].
ADELI, H ;
GE, YJ .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 1989, 28 (06) :1265-1282
[4]  
Adeli H, 2010, AUTOMATED EEG-BASED DIAGNOSIS OF NEUROLOGICAL DISORDERS: INVENTING THE FUTURE OF NEUROLOGY, P1
[5]  
Adeli H., 1999, Distributed Computer-Aided Engineering for Analysis, Design, and Visualization
[6]  
Adeli H., 2006, COST OPTIMIZATION ST
[7]  
Adeli H., 2009, INTELLIGENT INFRASTR
[8]  
Adeli H., 1995, MACHINE LEARNING NEU
[9]  
Adeli H., 1994, Advances in design optimization
[10]  
[Anonymous], 2013, Computational intelligence: synergies of fuzzy logic, neural networks and evolutionary computing
12345678910