A survey of multi-objective optimization in wireless sensor networks: Metrics, algorithms, and open problems

Z Fei, B Li, S Yang, C Xing, H Chen… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) have attracted substantial research interest, especially in
the context of performing monitoring and surveillance tasks. However, it is challenging to …

A survey on WSN issues with its heuristics and meta-heuristics solutions

A Srivastava, PK Mishra - Wireless Personal Communications, 2021 - Springer
A wireless sensor networks (WSN's) has stimulated significant research work among the
researchers in monitoring and tracking tasks. It'sa quite challenging task that needs to cope …

On digital soil mapping

AB McBratney, MLM Santos, B Minasny - Geoderma, 2003 - Elsevier
We review various recent approaches to making digital soil maps based on geographic
information systems (GIS) data layers, note some commonalities and propose a generic …

Genetic algorithm-based clustering technique

U Maulik, S Bandyopadhyay - Pattern recognition, 2000 - Elsevier
A genetic algorithm-based clustering technique, called GA-clustering, is proposed in this
article. The searching capability of genetic algorithms is exploited in order to search for …

Multi-objective particle swarm optimization with time variant inertia and acceleration coefficients

PK Tripathi, S Bandyopadhyay, SK Pal - Information sciences, 2007 - Elsevier
In this article we describe a novel Particle Swarm Optimization (PSO) approach to multi-
objective optimization (MOO), called Time Variant Multi-Objective Particle Swarm …

Genetic clustering for automatic evolution of clusters and application to image classification

S Bandyopadhyay, U Maulik - Pattern recognition, 2002 - Elsevier
In this article the searching capability of genetic algorithms has been exploited for
automatically evolving the number of clusters as well as proper clustering of any data set. A …

[图书][B] Handbook of soil sciences: properties and processes

PM Huang, Y Li, ME Sumner - 2011 - books.google.com
An evolving, living organic/inorganic covering, soil is in dynamic equilibrium with the
atmosphere above, the biosphere within, and the geology below. It acts as an anchor for …

A multidimensional hybrid intelligent method for gear fault diagnosis

Y Lei, MJ Zuo, Z He, Y Zi - Expert Systems with Applications, 2010 - Elsevier
Identifying gear damage categories, especially for early faults and combined faults, is a
challenging task in gear fault diagnosis. This paper proposes a new multidimensional hybrid …

Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification

U Maulik, S Bandyopadhyay - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
The problem of classifying an image into different homogeneous regions is viewed as the
task of clustering the pixels in the intensity space. Real-coded variable string length genetic …

Multiobjective GAs, quantitative indices, and pattern classification

S Bandyopadhyay, SK Pal… - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
The concept of multiobjective optimization (MOO) has been integrated with variable length
chromosomes for the development of a nonparametric genetic classifier which can …