Local Cooperation Research Articles

Two-layer coordinated reinforcement learning for traffic signal control in traffic network

Intersection traffic signal control considering vehicle emissions has become an important topic, however, the decision complexity of traffic signal control increases dramatically in a dynamic traffic environment with multi-intersections. It is a severe challenge to coordinate traffic signals at multi-intersections based on Internet of Things information to improve the traffic condition of the road network. This paper proposes a two-layer coordination algorithm based on multi-agent reinforcement learning—Multi-agent Coordinated Policy Optimization (MACoPO), for solving traffic signal control at multi-intersections. MACoPO consists of local cooperation, which adjusts the weights of individual rewards and neighborhood agents' rewards by using local cooperation factors (LCF), and global coordination, which updates the LCF to maximize global rewards. The state and reward functions are designed in terms of the current state of the signal, waiting queue length, vehicle density and emission concentration in the lane, vehicle delay, and vehicle emissions, thus making full use of the intersection state information. The proposed method is extensively assessed through simulation experiments using artificial and real road networks and the numerical results confirm its effectiveness in complex and dynamic real-time traffic environments with multi-intersections.

SYMBOLIC MEANING AND LOCAL WISDOM EDUCATION OF THE TRADITIONAL PERFORMING ARTS REOG PONOROGO

Reog Ponorogo is one of the many traditional cultural arts in Indonesia. Artshow Reog in Ponorogo has several versions. Starting from the Wengker, Batarakahtong, and Bantarangin. This research focuses on the traditional performing arts version of Reog PonorogoBantarangin. This research aims to determine the specifics of the educational value of local wisdom and the symbolic meaning of the Reog Ponorogo version of the performing arts Bantarangin. In the Bantangi version, there are five main characters, namely, Klanasewandono, Warok, Jathil, Bujangganong, and Singobarong. The research design used is descriptive qualitative with a semiotic approach. The data collection techniques used were observation, interviews, and documentation. The research results show that art show Tradisional Reog Ponorogo has values of wisdom local farm mark religiosity, leadership, cooperation, and manners. Meanwhile, the symbolic meaning of performing arts traditional Reog Ponorogo reflects the environmental value system of the Ponorogo people, symbolized by the dance movements, attributes, and costumes used by Reog Ponorogo players. The existence of performing arts can be formulated as educational development wisdom local for students. Local wisdom education is currently very necessary to shape student character according to the objectives of the Merdeka curriculum. Through profile-strengthening program lessons Pancasila (P5), value wisdom local and symbolic meaning can be used as an alternative reference for developing Indonesian language teaching discussions about the skills of writing works of fiction with the theme of local wisdom

Opportunities and limitations to social learning for sustainability: empirical insights from a participatory approach to community-based resource management in the Philippines

ABSTRACTSocial learning is increasingly identified as a valuable tool in the pursuit of sustainable development agenda in the same manner that participatory processes are seen as important avenues for creating social learning situations. Through an empirical case study of participatory processes undertaken to rehabilitate a community-based irrigation system in the Philippines, this study explores two interrelated questions: what feature of the participatory irrigation management approach implemented in the Philippines facilitates social learning, and what were the limiting factors for its long-term success? One of the most prominent features of participatory approaches elucidated in this case study is the integration of traditional institutions into more contemporary formalized farmer associations. While this approach helped legitimize intervention and enhanced local cooperation for a successful project implementation, our findings underscores the need for carefully designed participatory processes that are specifically aimed at creating long term learning outcomes. Further study is recommended to further explore how social learning can be facilitated beyond the intervention phase of project-based participatory approaches.

The Key Tenets of a Hydrogen Strategy: An Analysis and Comparison of the Hydrogen Strategies of the EU, Germany and Spain

The article examines the hydrogen strategies of Spain and Germany, juxtaposing each with one another under the umbrella of the EU Strategy. Both Spain and Germany have positioned themselves at the forefront of creating hydrogen economies. Hence, looking at their hydrogen strategies provides an opportunity to ascertain how these nations set out the plans guiding their hydrogen ambitions. The article examines the similarities and differences between the strategies to ascertain a hydrogen strategy's core requirements and provides recommendations for further revisions. Through this analysis, it can be established that a hydrogen strategy requires: (i) capitalising on local and geographic strengths and cooperation with other nations; (ii) a focus on a type of hydrogen and definitions which are uniform with those of other nations; (iii) clear timelines and targets; as well as (iv) fiscal and other measures to achieve targets. These key pillars must be set out within the broader context of a nation’s climate change targets. Hydrogen is experiencing a renewed interest, and it appears as if its time has finally arrived; these strategies show the enthusiasm of governments to ensure that hydrogen is a pivotal player in the energy landscape.

A Local Parameterization-Based Probabilistic Cooperative Coevolutionary Algorithm for History Matching

A Local Parameterization-Based Probabilistic Cooperative Coevolutionary Algorithm for History Matching

Negotiating Dutch citizen-led district heating projects: Managing internal, external, and material networks to achieve successful implementation

Community energy can be conceptualized as a social movement, which aims to develop a sustainable, democratic, and localist energy system. Community energy organizations often take the form of cooperatives and strive for a high level of participation at the neighborhood level. Recently, community energy initiatives took on the challenge to develop neighborhood heating projects, which are citizen-led and sustainable. District heating (DH) projects are characterized by costly investments, a substantial overhaul of local infrastructure, and large installations for heat production. Furthermore, specialized technical knowledge is needed for the design of DH-systems.In the Netherlands, we studied four cases where local energy cooperatives developed such citizen-led neighborhood heating projects. Our primary research question is what constitutes a citizen-led or citizen-supported DH-project? We focus on four themes: first, the internal organization of the CH-project; second its outreach to local citizens; third, the role of technical knowledge and technology choices; fourth, the changing role of municipalities in the local energy transition.We developed a theoretical framework that consists of three main networks: the internal network, constituted by the local energy initiative itself and its surrounding neighborhood; the external network, which is comprised of local and regional governments as well as private companies; and the material network, referring to technological and physical aspects.In the discussion, we situate our findings against a broader European background. We conclude that a democratic structure, transparency of decision making, and a high level of activities to involve the neighborhood are key success factors. Nevertheless, the development of a community DH-project is a time-consuming process that takes a high toll on the participants. We observed that the remunicipalization trend is emerging in the Netherlands. Regarding technology choices, we found that the DH-initiatives became quite knowledgeable on technical issues and stimulated the application of new technologies such as small-scale aquathermal energy. However, in some cases the choice for a low-cost solution led to concessions to the sustainability of the proposed solutions.

Stakeholder Perspectives on Supply Chain Risks: The Case of Indonesian Palm Oil Industry in West Papua

Stakeholder perspectives on supply chain risks (SCRs) play a crucial role in managing risks, achieving goals, and determining performance of an organization. Herein, the role of stakeholders and the complex interrelationships between stakeholders are important factors influencing the supply chain, and, besides, failure to manage SCRs can result in significant losses for the organization. In West Papua, study related to stakeholder perspectives on the risks in palm oil SCs is still limited. Accordingly, to fill this gap, this paper aims to identify SCRs from the perspectives of key stakeholder of the Indonesian palm oil industry in West Papua. This study employs qualitative research methods. Key risks in the palm oil supply chain (SC) were identified from semi-structured interviews with 64 key stakeholders across 25 different stakeholder groups, using NVIVO software for thematic analysis. The results show that the palm oil SC in West Papua has five tiers and five distribution channels of material, information, and financial flows. Public and private stakeholders identified in palm oil SCs play crucial roles in determining palm oil operations in West Papua. Herein, there are seven identified groups as key stakeholders with thirty-two major risks in the SC. Smallholder farmers are exposed to most of the risks, followed by plantation companies, local cooperatives, and government agencies. Interestingly, risks in palm oil SCs in West Papua are predominantly caused by conflicts of interest among multiple stakeholders.

Smallholder rice farmers profitability in Agricultural Marketing Co-operative Societies in Tanzania: A case of Mvomero and Mbarali districts

Smallholder rice farming in Tanzania is an important economic activity that has the potential to livelihood improvement of smallholder farmers, yet their profitability remains low due to several challenges they face. This study analyzed costs and benefits associated with smallholder rice farming, determined profit distribution among farmers and assessed risk bearing ability of smallholder rice farmers under changing circumstances of total variable costs, price and yields. The study was conducted in Mvomero and Mbarali districts and adopted a cross-sectional research design, the sample size was 382 smallholder rice farmers selected from three Agricultural Marketing Co-operative Societies during 2021 cropping season. Data were collected through a questionnaire-based survey and key informant interviews. Data were analyzed using Statistical Package for Social Sciences (SPSS) and excel whereby Enterprise Budgetary Technique and Sensitivity Analysis were performed. The study found an average Return on Investment of 0.42, Benefit Cost Ratio of 1.42 and Profit Margin of 24%. The level of profitability differed among co-operatives where ‘Umoja wa Wakulima Dakawa’ (UWAWAKUDA) had the highest return per acre (524 417 TZS) followed by Kapunga (414 111 TZS) and Madibira (316 638 TZS). Furthermore, smallholder rice farmers' Gross Margins were significantly affected by changes in Total Variable Costs, output price and yield per acre. The study concludes that rice production is a profitable business in the study area. Therefore, the local government, co-operatives and other stakeholders should improve drivers that lead to increased profitability such as the water infrastructures, organize markets and build farmers’ capacities to improve yields and profitability among smallholder rice farmers.

Assessing the vulnerability to climate change of a semi-arid pastoral social–ecological system: A case study in Hulunbuir, China

Covering approximately 15% of the Earth's land surface and home to 14% of the total global population, semi-arid pastoral areas are characterized by high climatic variability and ecological vulnerability. Recurring extreme weather prodoundly shapes decision-making in semi-arid pastoral social–ecological systems (SAPSES) and their traditional natural-resource-based livelihoods. This study developed a conceptual framework of climate-livelihood vulnerability in SAPSES and evaluated the vulnerability of SAPSES to climate change effects and environmental pressure in Hulunbuir, China using a questionnaire survey and remote sensing monitoring data. Results showed that the study area were impacted substantially by climate change (0.68). However, the vulnerability was relatively low because of the moderate adaptability (0.59) and medium sensitivity of the local socio–ecological system (0.61). Natural factors, including climate variation, natural disasters and ecosystem sensitivity, were the main causes of vulnerability. The increasing vulnerability had been largely slowed by adaptive capital, the traditional cultural organization system and the collective action mechanism. Degraded grassland cover, lack of technical training and high habitation stickiness were the main reasons for increased sensitivity. Natural capital and financial capital were important factors restricting regional adaptive capacity. Therefore, promoting local livestock cooperatives, improving the provision of public services and strengthening ecological governance can help to enhance the climate change resilience and increase the stability and sustainability of SAPSES.

Learning From Heterogeneous Data Based on Social Interactions Over Graphs

This work proposes a decentralized architecture, where individual agents aim at solving a classification problem while observing streaming features of different dimensions and arising from possibly different distributions. In the context of social learning, several useful strategies have been developed, which solve decision making problems through local cooperation across distributed agents and allow them to learn from streaming data. However, traditional social learning strategies rely on the fundamental assumption that each agent has significant prior knowledge of the underlying distribution of the observations. In this work we overcome this issue by introducing a machine learning framework that exploits social interactions over a graph, leading to a fully data-driven solution to the distributed classification problem. In the proposed social machine learning (SML) strategy, two phases are present: in the training phase, classifiers are independently trained to generate a belief over a set of hypotheses using a finite number of training samples; in the prediction phase, classifiers evaluate streaming unlabeled observations and share their instantaneous beliefs with neighboring classifiers. We show that the SML strategy enables the agents to learn consistently under this highly-heterogeneous setting and allows the network to continue learning even during the prediction phase when it is deciding on unlabeled samples. The prediction decisions are used to continually improve performance thereafter in a manner that is markedly different from most existing static classification schemes where, following training, the decisions on unlabeled data are not re-used to improve future performance.

Local and Global Praise Strategy

The study was put forward by Prof. Dr. Hj. Tutty Alawiyah, USA, In this study, he explained the importance of combining da'wah strategies that focus on the local context with those that focus on the global context in spreading Islamic da'wah. He also highlighted how important a good understanding of the social, cultural, and political context is in developing an effective da'wah strategy. This study provides an interesting view of how to spread Islamic da'wah in the current era of globalization in ways that are appropriate to local and global contexts. This study also highlights the importance of understanding local communities' views of life and values when developing da'wah strategies. He stated that da'wah strategies that do not pay attention to the views of life and local community values will be less effective in spreading da'wah. This study also highlights the importance of inter-religious cooperation in spreading Islamic da'wah. He stated that cooperation between religious communities could help reach a wider audience and reduce tensions between religious communities. Is the method used in qualitative methodology helpful in understanding more deeply the social, cultural, and political context in developing effective da'wah strategies, as well as the views of life and local community values that need to be considered in spreading Islamic da'wah? In addition, the qualitative methodology can also assist in identifying the potential for cooperation between religious communities in spreading Islamic da'wah. Overall, this study provides an interesting view of how to spread Islamic da'wah in the current era of globalization in a way appropriate to the local and global context, taking into account the views of life and values of local communities and local cooperation between religious communities.

The Peruvian Alzheimer Disease Initiative (PeADI): An international effort model to increase diversity in AD research (S15.002)

<h3>Objective:</h3> We have developed an international collaborative research initiative to ascertain a Peruvian cohort for AD and other related dementias for genetic studies of Amerindian individuals. <h3>Background:</h3> Peru is one of the five largest countries in Latin America and harboring a high Amerindian ancestry component in this population. The Latin American population, including Peruvians, are underrepresented in research studies of AD. <h3>Design/Methods:</h3> PeADI was developed to recruit and enroll Peruvian adults aged 65 and older to a comprehensive genetic AD study. Individuals will get whole genome sequencing and plasma biomarkers. Participants included cases with AD and ADRD, healthy controls as well as multiplex AD families. Since 2019, we have established a multisource ascertainment approach including recruitment at main hospitals, outreach community activities and more recently due to the COVID19 pandemic remote recruitment and home visits in Lima, the capital city. Our recruitment has expanded to three regions from the Andes highlands (Puno, Huancayo, Cusco) and one region from the southern coast (Tacna). All participants are enrolled using a standard clinical and cognitive protocol administered by neurologists and neuropsychologists. <h3>Results:</h3> As of September 2022, we have enrolled 132 AD and other dementia cases, 292 controls and 6 multiplex AD families. While the majority of participants was recruited in Lima,45% controls and 7% of cases have been recruited in regions outside Lima. We have confirmed a significant association between APOE and AD in Peruvian Population higher than we have observed in non-Hispanics. In addition to ascertainment activities, we are working closely with the respective sites to develop a network and resources for AD research across Peru. To date, we have developed local research capacities within each region, including training opportunities for investigators, coordinators and lab technicians, and basic equipment for all regions. <h3>Conclusions:</h3> PeADI study shows the importance of equitable international north-south cooperation and local network cooperation to increase representation of understudied admixed populations to help us understand Amerindian ancestry in drug target discovery. <b>Disclosure:</b> Dr. Illanes-Manrique has nothing to disclose. Dr. Mena has nothing to disclose. Karina Milla-Neyra has nothing to disclose. Larry D. Adams has nothing to disclose. Dr. Mejia has nothing to disclose. Ms. Rios Pinto has received personal compensation in the range of $500-$4,999 for serving as a PSYCHOLOGIST with DOMINGO OLAVEGOYA HOSPITAL. The institution of Prof. Isasi has received research support from NIH. Dr. MEDINA has nothing to disclose. The institution of Dr. Beecham has received research support from NIH. The institution of an immediate family member of Dr. Beecham has received research support from NIH. Dr. Cornejo-Herrera has nothing to disclose. Dr. Vance has received personal compensation in the range of $500-$4,999 for serving as an Editor, Associate Editor, or Editorial Advisory Board Member for neurology genetics. Dr. Ochoa has nothing to disclose. The institution of Dr. Suarez has received research support from Alzheimer’s Association. Michael L. Cuccaro has nothing to disclose. Dr. Sarapura-Castro has nothing to disclose. Miss Cubas-Montecino has received research support from Fundacion San Marcos. Miss Cubas-Montecino has received personal compensation in the range of $500-$4,999 for serving as a Lab Technician with Fundacion San Marcos. The institution of Dr. Cornejo Olivas has received research support from CONCYTEC-PROCIENCIA PERU. Dr. Cornejo Olivas has a non-compensated relationship as a Board member at Rare Disorders Burou (CCI-MINSA) with Ministry of Health in Peru that is relevant to AAN interests or activities. Dr. Pericak-Vance has nothing to disclose.

Overcoming the efficiency paradigm—The challenges of introducing local organic beef in canteens

IntroductionIn recent years, there has been a growing recognition that public canteens can play an important role in supporting the transformation toward sustainable food systems and providing access to sustainable and healthy food for everybody—including the most vulnerable groups of the population. One important way in which canteens can contribute to this transformation is by increasing the share of organic and local products. These new political and public demands contrast with the organizational development of canteens over the past few decades, which has mainly been characterized by an increase in economic efficiency and a reduction in costs. Based on a project that was carried out in the Berlin-Brandenburg region (Germany), this paper exemplifies some of the challenges canteens face in the process of introducing organic and local products.MethodsThe empirical results are based on 31 qualitative interviews with canteen managers and kitchen staff as well as with the processing company involved. In addition, a survey of 500 canteen guests was conducted in the participating canteens.ResultsThe analysis shows that the canteens had to adapt various organizational practices to ensure a healthy and sustainable diet at manageable cost. Introducing local organic beef in the canteens requires close cooperation with local farmers and processors, a change in procurement practices, transparency around the origin of the products, as well as adapted menu planning.DiscussionBased on the empirical results, the paper discusses how these challenges can be met and which supportive measures can be taken on different governance levels. To change entrenched practices, process facilitators who support local cooperation along the value added chain are needed, and practical knowledge and professional training must be provided. The article concludes that there is a great potential to foster a sustainable and healthy diet via public and private canteens if the tension between efficiency and sustainability orientation can be overcome by adapting framework conditions.

Benefiting signatories at others’ expense: Effects and spatial spillover of local emergency cooperation agreements in China

AbstractLocal emergency cooperation agreements (LECA) led by local governments have increasingly become an important measure to address public crisis. In China, local governments have also launched such LECA to deal with occupational accidents and diseases. In this study, a quasi‐experimental design was used to evaluate the effects and spatial spillover of LECA on work safety performance improvements. Several econometric models were applied based on provincial panel data (2001–2019). The results show that: (1) LECA reduce both the number and mortality rate of workplace accidents in signatory provinces. (2) LECA can also induce a scale effect, which means that signatories can induce positive spillover effects on work safety performance in neighboring signatory provinces. (3) The analysis also identified negative spillover effects for neighboring non‐signatory provinces, indicating that LECA may lead to spatial spillover of industrial risks. (4) Further analysis indicated that the comprehensive effect of LECA is positive but not significant. (5) The spatial spillover of industrial risks due to LECA mainly occurs in the midwestern region, and positive spillover effect exists between the eastern and western regions due to the economic correlation factors. In addition, general recommendations for regional crisis cooperation among subnational governments are provided.

A Community-Based Breeding Program as a Genetic Resource Management Strategy of Indonesian Ongole Cattle

It is essential to manage genetic resources, especially in local livestock breeds, to establish an equilibrium among livestock, humans, and the environment for sustainable development in conservation. Genetic resource management is necessary to overcome challenges to increasing productivity while ensuring environmental sustainability and climate resilience. Attempts to overcome these challenges have led to the threat of genetic erosion through uncontrolled crossbreeding, particularly threatening the hybrid vigor of indigenous breeds, such as Indonesian Ongole cattle. Considering community-based breeding as a viable management strategy for systematic livestock breeding, this study aimed to design a community-based breeding program for Indonesian Ongole cattle. The profile of socio-ecological community and genetic resources were studied using a purposive random sampling technique within an effective population size as a case study; both the respondents and the objects of the study were investigated. The study revealed that indigenous knowledge and livelihood-supported institutions are crucial to genetic resource management practices in cattle breeding. These factors are shown to be strategic priorities when designing community-based breeding programs. This approach to design empowers local cooperatives to operate a community-based breeding program for Indonesian Ongole cattle by standardizing an integrated system for selecting incentive initiatives using big data.

Community and Local Government Synergy in Building Regional Cultural Validation

Cultural diversity in Indonesia is one of the charms that this equatorial country has. And of course this cultural diversity must be preserved so that it does not become extinct and is also lost in foreign cultures that enter Indonesia in this era of globalization. In managing this culture, of course the local government, the community, and the customary institutions formed in the midst of the community must work together and synergize to carry out cooperation to preserve culture. And the research conducted this time is to describe and also analyze the implementation of synergy, supporters and also obstacles to community and local government cooperation to build regional cultural validation. This study used descriptive qualitative method. The synergy of the local government and the community in carrying out cultural preservation can be seen from several factors such as programs, implementers, to facilities and infrastructure. This form of cooperation and synergy is expected to provide positive results for regional cultural validation as well as social change in society. Other supporting factors are regulations that are easy to apply in the community environment and also the application of principles and also regulatory provisions. The inhibiting factors themselves are human resource capacity and also the problem of conversion areas and also regional autonomy.

Ancestral Kinship and the Origins of Ideology

AbstractFamilies are not only the first institution ever created, they are also, for most people, the first institution ever encountered. The preindustrial family structure, which was a function of local ecology and cooperation needs, instilled family members with different values, such as trust in strangers and respect for elders. These values passed through generations and, as we show in three studies, impact today's political attitudes and policies. First, using surveys of second-generation immigrants representing roughly 180 ethnicities living in 32 European countries, we show that the tighter kinship structure of a person's ancestors predicts right-wing cultural attitudes. Among those who are less engaged in politics, tighter ancestral kinship structure also predicts left-wing economic attitudes. In a second study, we control for country-level differences by comparing ethnic groups within countries and find that ancestral kinship strength predicts right-wing cultural attitudes but not left-wing economic attitudes. Finally, in a third study, we examine the policy implications of ancestral kinship. We show that stronger country-level ancestral kinship strength also increases anti-LGBT policies and welfare spending. Finally, we examine whether value systems link preindustrial kinship with modern political attitudes. In total, this work indicates that our political beliefs are rooted in the value systems and familial institutions created by our forebears.

Settlement event satisfaction survey in the shade of the COVID epidemic

The settlement can be successful if the income in the settlement is constantly growing, new companies are settling down, giving jobs to the residents, as well as through cultural, entertainment opportunities and programs, the city management can providemeaningful pastimes for the local residents. The provision of cultural activities has a multifaceted impact on the development of the local economy. By developing or expanding the cultural capabilities, not only the quality of life of the local population can be improved, but also significant economic benefits can be achieved with proper organizational work. Although the crisis caused by the coronavirus epidemic poses a challenge to the economy, the tourism sector, city management and local cooperation need to continue the work started, services such as entertainment, sports, leisure recreation and cultural opportunities in the line with local preferences need to be expanded. The aim of the study is to find out the satisfaction of the people living in the Tolna county seat about the events and organized events. Moreover also looking for an answer how the popularity of Szekszárd wine region events among local residents changed as a result of the crisis caused by the coronavirus. Empirical research – by the opinions of local residents of Szekszárd, students and workers in the city - is based on online questionnaires, in-depth interviews and personal experiences.

‘Luctor et emergo’, how a community energy initiative survived the changing policy and technology landscape of the Dutch energy system?

As the Dutch policy of public participation in renewable energy projects takes momentum, lessons from Zeeuwind -a successful energy cooperative-can help improve resilience of the emerging energy cooperatives. Our results are based on thirty-five-year data from newspapers, resulting in a database of 584 news articles. We conclude that the Dutch policies for small-scale energy initiatives have not been consistent and alignment of policies between different levels of governance was missing. Despite these challenges, Zeeuwind achieved economic resilience, which was made possible through multiple factors, unique among them are: 1) Zeeuwind’s origin in the environmental NGO at the provincial level, which provided it with the necessary knowledge and network for a strong start. 2) The memberships of municipalities. 3) The focus on the level of the province to site new projects. 4) A contract of ten years with the energy incumbent. 5) The strategic decision to expand the technological portfolio. 6) Expansion of business through new partnerships and joint ventures. For scaling of Dutch energy cooperatives and improving their resilience, we recommend strengthening institutional structures that facilitate local cooperatives to participate in large renewable energy projects by building their organisational capacity via trainings and network building, legitimacy creation from political incumbents, and increased collaboration with energy incumbents.

Network adaption based on environment feedback promotes cooperation in co-evolutionary games

In evolutionary games, the choices of individuals form the cooperation environments, and the environments in turn affect the behaviors of individuals. Such environment feedback can be utilized to facilitate the evolution of cooperation. On the other hand, adaptive social structures have been thought to promote cooperation, in which the individuals can switch their interacting neighbors. Here, we propose a co-evolutionary game model, in which individuals can adjust connections based on environment feedback during the evolution. In particular, the individuals determine whether to adjust their connections by comparing the local cooperation environment with the global one. Meanwhile, we use the parameter ω to adjust the time scale between the strategy evolution and the network adaptation in the co-evolutionary dynamics. Our results show that, the network adaption based on the environment feedback can significantly promote cooperation. We find that, relatively fast network adaptation (large ω) can better facilitate the evolution of cooperation. We further investigate how the rationality of individuals in network adaptation process affects the cooperation, and find that a high level of rationality is beneficial to improve cooperation. Through monitoring the local cooperation environments of the individuals, the fractions of the reconnecting individuals and the average degrees of cooperators and defectors, respectively, we provide some intuitive explanations for the promotion of cooperation by the co-evolutionary scheme. Our results may provide some references on the study about how to improve cooperation by adapting the social structures based on environment feedback in the real world.