Cooperative metaheuristic algorithm for global optimization and engineering problems inspired by heterosis theory. [PDF]
Sci RepSwarm Intelligence-based metaheuristic algorithms are widely applied to global optimization and engineering design problems. However, these algorithms often suffer from two main drawbacks: susceptibility to the local optima in large search space and slow
Cai T +7 more
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Bobcat Optimization Algorithm: an effective bio-inspired metaheuristic algorithm for solving supply chain optimization problems. [PDF]
Sci RepSupply chain efficiency is a major challenge in today’s business environment, where efficient resource allocation and coordination of activities are essential for competitive advantage.
Benmamoun Z +4 more
europepmc +2 more sources
Giant Armadillo Optimization: A New Bio-Inspired Metaheuristic Algorithm for Solving Optimization Problems. [PDF]
Biomimetics (Basel), 2023 In this paper, a new bio-inspired metaheuristic algorithm called Giant Armadillo Optimization (GAO) is introduced, which imitates the natural behavior of giant armadillo in the wild.
Alsayyed O +7 more
europepmc +2 more sources
Kookaburra Optimization Algorithm: A New Bio-Inspired Metaheuristic Algorithm for Solving Optimization Problems. [PDF]
Biomimetics (Basel), 2023 In this paper, a new bio-inspired metaheuristic algorithm named the Kookaburra Optimization Algorithm (KOA) is introduced, which imitates the natural behavior of kookaburras in nature.
Dehghani M +5 more
europepmc +2 more sources
A new human-based metaheuristic algorithm for solving optimization problems based on preschool education. [PDF]
Sci Rep, 2023 In this paper, with motivation from the No Free Lunch theorem, a new human-based metaheuristic algorithm named Preschool Education Optimization Algorithm (PEOA) is introduced for solving optimization problems.
Trojovský P.
europepmc +2 more sources
Botox Optimization Algorithm: A New Human-Based Metaheuristic Algorithm for Solving Optimization Problems. [PDF]
Biomimetics (Basel)This paper introduces the Botox Optimization Algorithm (BOA), a novel metaheuristic inspired by the Botox operation mechanism. The algorithm is designed to address optimization problems, utilizing a human-based approach. Taking cues from Botox procedures,
Hubálovská M +2 more
europepmc +2 more sources
A Two-Level Metaheuristic Algorithm for the Job-Shop Scheduling Problem
Complexity, 2019 This paper proposes a novel two-level metaheuristic algorithm, consisting of an upper-level algorithm and a lower-level algorithm, for the job-shop scheduling problem (JSP).
Pisut Pongchairerks
doaj +2 more sources
An Effective Hybrid Metaheuristic Approach Based on the Genetic Algorithm
MathematicsThis paper presents an effective hybrid metaheuristic algorithm combining the genetic algorithm (GA) and a simple algorithm based on evolutionary computation.
Olympia Roeva +4 more
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Predicting Audit Opinion by a new Metaheuristic Algorithm: Water Cycle Algorithm [PDF]
, 2023 An auditor evaluates if financial statements which the firms issue in public, present fairly and are free from material misstatement. The audit report is a written letter containing independent verification of the quality of financial statements used for
Yazdifar, H. +3 more
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AutoMH: Automatically Create Evolutionary Metaheuristic Algorithms Using Reinforcement Learning
Entropy, 2022 Machine learning research has been able to solve problems in multiple domains. Machine learning represents an open area of research for solving optimisation problems. The optimisation problems can be solved using a metaheuristic algorithm, which can find
Boris Almonacid
doaj +1 more source