Research explorer tool

Date


School

People

Download Available

302 results

Solving CSPs with evolutionary algorithms using self-adaptive constraint weights.

Conference Proceeding
Eiben, A. E., Jansen, B., Michalewicz, Z., & Paechter, B. (2000)
Solving CSPs with evolutionary algorithms using self-adaptive constraint weights. In D. Whitley (Ed.), GECCO-2000 : proceedings of the genetic and evolutionary computation conference, 128-134
This paper examines evolutionary algorithms (EAs) extended by various penalty-based approaches to solve constraint satisfaction problems (CSPs). In some approaches, the penalt...

Semantics-Based Component Repository: State of Arts and a Calculation Rating Factor-based Framework.

Conference Proceeding
Li, C., Liu, X., & Kennedy, J. (2008)
Semantics-Based Component Repository: State of Arts and a Calculation Rating Factor-based Framework. In Proceedings of Computer Software and Applications Conference, 751-756. https://doi.org/10.1109/COMPSAC.2008.40
Nowadays, Component-Based Development (CBD) has been widely used in software engineering. As a core activity in the CBD process, component retrieval has attracted extensive re...

Semantic description of cloud service agreements

Conference Proceeding
Greenwell, R., Liu, X., & Chalmers, K. (2015)
Semantic description of cloud service agreements. In Science and Information Conference (SAI), 2015, (823-831). https://doi.org/10.1109/sai.2015.7237239
To provide cloud services as a utility there must be a mechanism for comprehensively and precisely specifying cloud service agreements to reduce differences in service percept...

Redeeming pedigree data with an interactive error cleaning visualisation.

Conference Proceeding
Graham, M., Kennedy, J., Paterson, T., & Law, A. (2012)
Redeeming pedigree data with an interactive error cleaning visualisation. In Proceedings of Advanced Visual Interfaces 2012, 741-744. https://doi.org/10.1145/2254556.2254698
We describe a visual data cleansing application for pedigree genotype data, which is used to redeem otherwise unusable pedigree data sets. Biologists and bioinformaticians dyn...

On Constructing Ensembles for Combinatorial Optimisation

Journal Article
Hart, E., & Sim, K. (2018)
On Constructing Ensembles for Combinatorial Optimisation. Evolutionary Computation, 26(1), 67-87. https://doi.org/10.1162/evco_a_00203
Although the use of ensemble methods in machine-learning is ubiquitous due to their proven ability to outperform their constituent algorithms, ensembles of optimisation algori...

Using an evolutionary algorithm to discover low CO2 tours within a Travelling Salesman Problem

Conference Proceeding
Urquhart, N. B., Scott, C., & Hart, E. (2010)
Using an evolutionary algorithm to discover low CO2 tours within a Travelling Salesman Problem. In C. Chio, A. Brabazon, G. A. Di Caro, M. Ebner, M. Farooq, A. Fink, …N. Urquhart (Eds.), Applications of evolutionary computation : EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II. , (421-430). https://doi.org/10.1007/978-3-642-12242-2_43
This paper examines the issues surrounding the effects of using vehicle emissions as the fitness criteria when solving routing problems using evolutionary techniques. The case...

The use of local search suggestion lists for improving the solution of timetable problems with evolutionary algorithms.

Conference Proceeding
Paechter, B., Cumming, A., & Luchian, H. (1995)
The use of local search suggestion lists for improving the solution of timetable problems with evolutionary algorithms. In Evolutionary Computing, 86-93. https://doi.org/10.1007/3-540-60469-3_27
This paper presents a new genetic representation for timetabling with evolutionary algorithms. The representation involves the use of suggestion lists for the placement of eve...

Two solutions to the general timetable problem using evolutionary algorithms.

Conference Proceeding
Paechter, B., Luchian, H., Cumming, A., & Petriuc, M. (1994)
Two solutions to the general timetable problem using evolutionary algorithms. In Proceedings of the IEEE World Congress in Computational Intelligence, (300-305). https://doi.org/10.1109/ICEC.1994.349935
The general timetable problem, which involves the placing of events requiring limited resources into timeslots, has been approached in many different ways. This paper describe...

Understanding Environmental Influence in an Open-Ended Evolutionary Algorithm

Conference Proceeding
Steyven, A., Hart, E., & Paechter, B. (2016)
Understanding Environmental Influence in an Open-Ended Evolutionary Algorithm. In Parallel Problem Solving from Nature – PPSN XIV; Lecture Notes in Computer Science. , (921-931). https://doi.org/10.1007/978-3-319-45823-6_86
It is well known that in open-ended evolution, the nature of the environment plays in key role in directing evolution. However, in Evolutionary Robotics, it is often unclear e...

Ubiquitous access to site specific services by mobile devices: the process view.

Conference Proceeding
Kerridge, J., & Chalmers, K. (2005)
Ubiquitous access to site specific services by mobile devices: the process view. In P. Welch, J. Kerridge, & F. R. M. Barnes (Eds.), Communicating Process Architectures 2006 - WoTug 29, 41-58
The increasing availability of tri-band mobile devices with mobile phone, wi-fi and Bluetooth capability means that the opportunities for increased access by mobile devices to...