{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T19:03:42Z","timestamp":1772823822582,"version":"3.50.1"},"reference-count":12,"publisher":"Cambridge University Press (CUP)","issue":"5","license":[{"start":{"date-parts":[[2014,9,4]],"date-time":"2014-09-04T00:00:00Z","timestamp":1409788800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/www.cambridge.org\/core\/terms"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Math. Struct. Comp. Sci."],"published-print":{"date-parts":[[2014,10]]},"abstract":"<jats:p>In recent years, under the dual pressure of environmental requirements and a series of conventional energy shortages, including power cuts, coal shortages and rising oil prices, there have been unprecedented opportunities for clean energy, and especially for the development and utilisation of solar energy. Hence, solar products have become increasingly popular because of the energy saving and environmental protection they offer. China's solar energy industry should be in the self-development mechanism, which is market-oriented and should act as a mainstay for enterprises. Scientifically forecasting the potential of the solar energy industry and rationally evaluating its status as a result of a market economy-oriented development is an effective means of building a low-carbon and harmonious society. In the work reported in this paper, we:\n<jats:list list-type=\"bullet\"><jats:list-item><jats:label>\u2013<\/jats:label><jats:p>established a comprehensive evaluation index system, covering natural resources, economic conditions, policy support, technology and the market environment;<\/jats:p><\/jats:list-item><jats:list-item><jats:label>\u2013<\/jats:label><jats:p>constructed a GA-SA model based on analysing the principles of GA (genetic algorithms) and SA (simulated annealing); and<\/jats:p><\/jats:list-item><jats:list-item><jats:label>\u2013<\/jats:label><jats:p>applied these tools to predicting the potential of the solar power industry.<\/jats:p><\/jats:list-item><\/jats:list>\nThe results show that GA-SA takes into account both global and local search issues, and is thus a complete optimisation method, and that the model also has scientific and broad applicability in the field of prediction.<\/jats:p>","DOI":"10.1017\/s0960129513000704","type":"journal-article","created":{"date-parts":[[2014,9,5]],"date-time":"2014-09-05T00:08:51Z","timestamp":1409875731000},"source":"Crossref","is-referenced-by-count":1,"title":["The GA-SA model and its application to predicting the potential of the solar power industry"],"prefix":"10.1017","volume":"24","author":[{"given":"SHAOMEI","family":"YANG","sequence":"first","affiliation":[]},{"given":"QIAN","family":"ZHU","sequence":"additional","affiliation":[]}],"member":"56","published-online":{"date-parts":[[2014,9,4]]},"reference":[{"key":"S0960129513000704_ref7","first-page":"41","volume-title":"The research and application on artificial neural network algorithm","author":"Tian","year":"2006"},{"key":"S0960129513000704_ref10","first-page":"29","article-title":"Application Research on Biology Multiple Sequence Alignment Based on Simulated Annealing Genetic Algorithm.","volume":"4","author":"Xiang","year":"2010","journal-title":"Hunan Agricultural Science"},{"key":"S0960129513000704_ref1","first-page":"144","article-title":"Application of Genetic Algorithm Fusing Simulated Annealing in Document Clustering.","volume":"23","author":"Bai","year":"2006","journal-title":"Computer Engineering and Applications"},{"key":"S0960129513000704_ref11","first-page":"69","article-title":"Application of the Annealing and Genetic Algorithm in the Calibration of Airborne Particle Counter.","volume":"20","author":"You","year":"2007","journal-title":"Journal Of Taiyuan Normal University (Natural Science Edition)"},{"key":"S0960129513000704_ref5","first-page":"113","article-title":"Prediction of Sales Based on Simulated Annealing Algorithm and Genetic Algorithm Optimised Neural Networks.","volume":"17","author":"Lu","year":"2007","journal-title":"Journal of Lanzhou Jiaotong University(Natural Sciences)"},{"key":"S0960129513000704_ref12","first-page":"63","article-title":"Annealing Genetic Algorithm and Its Application in One-dimensional Cutting Stock Problem.","volume":"19","author":"Zhang","year":"2009","journal-title":"Journal of Xuchang University"},{"key":"S0960129513000704_ref3","unstructured":"Lai H. , Dong P. and Zhu G. (2004) Application of BP Networks Based on GASA Hybrid Strategy to Measuring and Calculating Base Land Price. Geomatics and Information Science of Wuhan University 24\u201328."},{"key":"S0960129513000704_ref2","first-page":"317","article-title":"Application of mixed genetic-simulated annealing algorithms to slope stability analysis.","volume":"27","author":"He","year":"2004","journal-title":"Rock and Soil Mechanics"},{"key":"S0960129513000704_ref8","first-page":"31","article-title":"Application of SAGA in Optimising Dangerous Freight Loading.","volume":"17","author":"Wang","year":"2009","journal-title":"Journal of Xuchang University"},{"key":"S0960129513000704_ref9","first-page":"68","article-title":"Illuminate the future power, China's solar energy industry.","volume":"7","author":"Wei","year":"2010","journal-title":"East China Science and Technology"},{"key":"S0960129513000704_ref4","first-page":"397","article-title":"SA-improved GA and its Application.","volume":"12","author":"Li","year":"2005","journal-title":"Journal of Nanchang University (Natural Sciences)"},{"key":"S0960129513000704_ref6","first-page":"122","article-title":"Characteristic of Solar Radiation in Ningxia and Integrated Evaluation on Utilization Potential of Solar Energy.","volume":"10","author":"Sang","year":"2006","journal-title":"Journal of Desert Research"}],"container-title":["Mathematical Structures in Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.cambridge.org\/core\/services\/aop-cambridge-core\/content\/view\/S0960129513000704","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,22]],"date-time":"2019-04-22T00:20:33Z","timestamp":1555892433000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.cambridge.org\/core\/product\/identifier\/S0960129513000704\/type\/journal_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9,4]]},"references-count":12,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2014,10]]}},"alternative-id":["S0960129513000704"],"URL":"https:\/\/doi.org\/10.1017\/s0960129513000704","relation":{},"ISSN":["0960-1295","1469-8072"],"issn-type":[{"value":"0960-1295","type":"print"},{"value":"1469-8072","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,9,4]]},"article-number":"e240512"}}