A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems

Volume: 132, Pages: 187 - 206
Published: Jun 1, 2019
Abstract
This work proposes a new Modified Multi-Verse Optimization (MMVO) algorithm for solving the 0-1 knapsack (0-1 KP) and multidimensional knapsack problems (MKP). MMVO incorporates a two-step repair strategy for handling constraints. In addition, a barrier function is employed for assigning negative values to the infeasible solutions so that their fitness cannot outperform the fitness of the feasible ones. MMVO avoids local optima by...
Paper Details
Title
A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems
Published Date
Jun 1, 2019
Volume
132
Pages
187 - 206
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