A cooperative swarm intelligence algorithm for multi-objective discrete optimization with application to the Knapsack problem

DOI10.1016/J.EJOR.2017.06.058zbMath1380.90294OpenAlexW2734511519MaRDI QIDQ1694319

Fouad Ben Abdelaziz, Djaafar Zouache, Abdelouahab Moussaoui

Publication date: 1 February 2018

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ejor.2017.06.058

zbMATH Keywords

transfer functionKnapsack problemparticle swarm optimizationfirefly algorithmmulti-objective discrete optimization

Mathematics Subject Classification ID

Integer programming (90C10) Multi-objective and goal programming (90C29) Approximation methods and heuristics in mathematical programming (90C59) Combinatorial optimization (90C27)

Related Items (3)

Guided moth-flame optimiser for multi-objective optimization problems ⋮ Knapsack problems -- an overview of recent advances. II: Multiple, multidimensional, and quadratic knapsack problems ⋮ Directed particle swarm optimization with Gaussian-process-based function forecasting

Uses Software

• MOEA/D
• SPEA2
• ALO
• MOALO
• MOGWO

Cites Work

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• Dynamic programming algorithms for the bi-objective integer knapsack problem
• A novel multi-objective particle swarm optimization with multiple search strategies
• Hypervolume-based multiobjective optimization: theoretical foundations and practical implications
• A binary particle swarm optimization algorithm inspired by multi-level organizational learning behavior
• An adaptive population multi-objective quantum-inspired evolutionary algorithm for multi-objective 0/1 knapsack problems
• A discrete particle swarm optimization method for feature selection in binary classification problems
• A two-phase algorithm for the biobjective integer minimum cost flow problem
• Two-phases method and branch and bound procedures to solve the bi-objective knapsack problem
• Tabu search based procedure for solving the 0-1 multiobjective knapsack problem: The two objectives case
• A quantum-inspired artificial immune system for the multiobjective 0-1 knapsack problem
• Two phase algorithms for the bi-objective assignment problem
• The multiobjective multidimensional knapsack problem: a survey and a new approach
• A Multiobjective Branch-and-Bound Framework: Application to the Biobjective Spanning Tree Problem
• Firefly Algorithms for Multimodal Optimization
• Evolutionary Computation in Combinatorial Optimization
• Genetic local search for multi-objective combinatorial optimization

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