IbI Logics Optimization Algorithm (2023): MATLAB Codes

Version 2.1 (253 KB) by M Mirrashid
The codes of a novel meta-heuristic optimization algorithm, namely IbI Logics (ILA)
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Updated 14 Jul 2023

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If you are looking for an effective optimization algorithm, the ILA is a good option to consider. The IbI Logics Algorithm (ILA) is a new optimization algorithm that is based on the theory of IbI logics. The ILA has three main phases: Exploration, Integration, and Exploitation. Each of the three phases of ILA is designed for a specific purpose. The Exploration phase is responsible for finding new solutions in the search space. The Integration phase is responsible for combining the new solutions with the existing solutions. The Exploitation phase is responsible for finding the best solution in the search space.
The ILA has several advantages over other optimization algorithms. First, the ILA can monitor the exploration and exploitation phases separately. This allows the user to control the performance of the algorithm and to adjust the parameters as needed. Second, the ILA is very accurate in determining the optimal solution. Third, the ILA has a reasonable computation time.
Here are some of the benefits of using the ILA optimization algorithm:
  • The ILA can monitor the exploration and exploitation phases separately, which allows the user to control the performance of the algorithm and to adjust the parameters as needed.
  • The ILA is very accurate in determining the optimal solution.
  • The ILA has a reasonable computation time.

Cite As

Mirrashid, Masoomeh., Naderpour, Hosein., "Incomprehensible but Intelligible-in-Time Logics: Theory and Optimization Algorithm"., (2023) Knowledge-Based Systems, 264, no. 110305., DOI: HTTPS://DOI.ORG/10.1016/j.knosys.2023.110305

MATLAB Release Compatibility
Created with R2022b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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ILA Codes/Constrained Problems

ILA Codes/Unconstrained Problems

Version Published Release Notes
2.2

Algorithm Files

2.1

Algorithm Files

1.1.1

Description

1.0.1

Description

1.0.0