An approach for web services composition based on QoS and gravitational search algorithm

Zibanezhad, Bahareh; Zamanifar, Kamran; Nematbakhsh, Naser; Mardukhi, Farhad

doi:10.1109/iit.2009.5413773

Cited by 16 publications

(10 citation statements)

References 5 publications

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“…This algorithm has high performance in solving various optimization problems and is examined in various problems such as filter modeling [33], web services composition [46], parameters identification of hydraulic turbine [17], solving Wessinger's Equation [12], synthesis of ring array antenna [6], post-outage bus voltage magnitude calculations [5], shop scheduling [18], unconstrained optimization [43], prototype classifier [2] and multi-objective optimization [15].…”

Section: Introductionmentioning

confidence: 99%

A simultaneous feature adaptation and feature selection method for content-based image retrieval systems

Rashedi

Nezamabadi‐pour

Saryazdi

2013

Knowledge-Based Systems

114

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Section: Introductionmentioning

confidence: 99%

A simultaneous feature adaptation and feature selection method for content-based image retrieval systems

Rashedi

Nezamabadi‐pour

Saryazdi

2013

Knowledge-Based Systems

114

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“…Since the web services composition based on QoS is a NP hard problem, the bionics optimization algorithms can solve it well. On the other hand, QoS of compound service is a key factor for satisfying the user"s needs [1]. The users prefer different QoSs according to their desires [21].…”

Section: Fig 1 Web Service Composition Based On Qosmentioning

confidence: 99%

“…Genetic Algorithm is the most conventional method of problem solving involving problems with more solution space. Gravitational Search Algorithm (GSA) is one of the optimization algorithms based on law of gravity [1,5].…”

Section: Introductionmentioning

confidence: 99%

A Gravitational Search Algorithm for effective Web Service Selection for Composition with enhanced QoS in SOA

Palanikkumar¹,

Anbuselvan²,

Rithu³

2012

IJCA

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Web services selection and composition is a new software development paradigm to achieve service oriented computing. QoS of compound service is a key factor for satisfying the users" needs. The services selection algorithm based on quality of services is a combinatorial optimization problem. For Web services selection for composition based on QoS, the optimization algorithms can solve it well. Genetic Algorithm and Gravitational Search Algorithm are proposed to solve this issue. In order to meet the QoS requirements of consumers, this paper presents the QoS calculation of non functional requirements such as cost, availability, reliability and execution time. To verify the effectiveness in latency of Web Services selection the above two algorithms are compared. Results indicate the Gravitational Search Algorithm improves the latency over the Genetic algorithm.

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“…Applications of GSA algorithm are in power system [35][36][37][38][39][40][41][42], economic dispatch problem [43,44], Wessinger's equation [45], fuzzy system [46,47], forecasting of future oil demand [48], slope stability analysis [49], clustering [50][51][52], prototype classification [53], feature selection [54], web services [55], PID controller [56], antenna application [47], and so forth.…”

Section: Apo Apomentioning

confidence: 99%

Physics-Inspired Optimization Algorithms: A Survey

Biswas

Mishra

Tiwari

et al. 2013

Journal of Optimization

109

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Natural phenomenon can be used to solve complex optimization problems with its excellent facts, functions, and phenomenon. In this paper, a survey on physics-based algorithm is done to show how these inspirations led to the solution of well-known optimization problem. The survey is focused on inspirations that are originated from physics, their formulation into solutions, and their evolution with time. Comparative studies of these noble algorithms along with their variety of applications have been done throughout this paper.

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An approach for web services composition based on QoS and gravitational search algorithm

Cited by 16 publications

References 5 publications

A simultaneous feature adaptation and feature selection method for content-based image retrieval systems

A simultaneous feature adaptation and feature selection method for content-based image retrieval systems

A Gravitational Search Algorithm for effective Web Service Selection for Composition with enhanced QoS in SOA

Physics-Inspired Optimization Algorithms: A Survey

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