Literature DB >> 24785823

Interior search algorithm (ISA): a novel approach for global optimization.

Amir H Gandomi1.   

Abstract

This paper presents the interior search algorithm (ISA) as a novel method for solving optimization tasks. The proposed ISA is inspired by interior design and decoration. The algorithm is different from other metaheuristic algorithms and provides new insight for global optimization. The proposed method is verified using some benchmark mathematical and engineering problems commonly used in the area of optimization. ISA results are further compared with well-known optimization algorithms. The results show that the ISA is efficiently capable of solving optimization problems. The proposed algorithm can outperform the other well-known algorithms. Further, the proposed algorithm is very simple and it only has one parameter to tune.
Copyright © 2014 ISA. Published by Elsevier Ltd. All rights reserved.

Keywords:  Global optimization; Interior search algorithm; Metaheuristic

Year:  2014        PMID: 24785823     DOI: 10.1016/j.isatra.2014.03.018

Source DB:  PubMed          Journal:  ISA Trans        ISSN: 0019-0578            Impact factor:   5.468


  8 in total

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Authors:  Rebika Rai; Arunita Das; Swarnajit Ray; Krishna Gopal Dhal
Journal:  Arch Comput Methods Eng       Date:  2022-06-07       Impact factor: 8.171

2.  A Novel Teaching-Learning-Based Optimization with Error Correction and Cauchy Distribution for Path Planning of Unmanned Air Vehicle.

Authors:  Zhibo Zhai; Guoping Jia; Kai Wang
Journal:  Comput Intell Neurosci       Date:  2018-08-01

3.  A boosted chimp optimizer for numerical and engineering design optimization challenges.

Authors:  Ch Leela Kumari; Vikram Kumar Kamboj; S K Bath; Suman Lata Tripathi; Megha Khatri; Shivani Sehgal
Journal:  Eng Comput       Date:  2022-03-24       Impact factor: 7.963

4.  The fusion-fission optimization (FuFiO) algorithm.

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Journal:  Sci Rep       Date:  2022-07-20       Impact factor: 4.996

5.  Adolescent Identity Search Algorithm Based on Fast Search and Balance Optimization for Numerical and Engineering Design Problems.

Authors:  Wentao Wang; Hao Liu; Quanqin He
Journal:  Comput Intell Neurosci       Date:  2022-08-01

6.  Hybridizing slime mould algorithm with simulated annealing algorithm: a hybridized statistical approach for numerical and engineering design problems.

Authors:  Leela Kumari Ch; Vikram Kumar Kamboj; S K Bath
Journal:  Complex Intell Systems       Date:  2022-09-21

7.  An effective solution to numerical and multi-disciplinary design optimization problems using chaotic slime mold algorithm.

Authors:  Dinesh Dhawale; Vikram Kumar Kamboj; Priyanka Anand
Journal:  Eng Comput       Date:  2021-05-30       Impact factor: 7.963

Review 8.  Swarm Optimization for Energy-Based Acoustic Source Localization: A Comprehensive Study.

Authors:  João Fé; Sérgio D Correia; Slavisa Tomic; Marko Beko
Journal:  Sensors (Basel)       Date:  2022-02-28       Impact factor: 3.576

  8 in total

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