Pith Number

pith:6RVHCXYM

pith:2026:6RVHCXYMTPJLTIMJ7N3MMYK5C7

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A multi-objective optimization framework for sustainable transitions

Cris R. Hasan, Demival Vasques, Edward Weinberger, John Crawford, Jonathan Lee, Luigi Cao Pinna, Roger Koppl, Stuart Kauffman

A framework using policy-target networks and evolutionary algorithms can optimize resource allocation to improve multiple conflicting sustainability targets simultaneously.

arxiv:2605.16174 v1 · 2026-05-15 · math.DS

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Claims

C1strongest claim

The framework evaluates the holistic impact of policies on sustainability targets while capturing system interdependencies; increasing resources generally enhances performance but marginal gains stagnate at diminishing returns, and the system is primarily driven by budget constraint, network density, and policy efficacy.

C2weakest assumption

That the interdependencies among policies and sustainability targets can be adequately captured by a policy-target network and that a dynamic evolutionary algorithm can reliably optimize resource allocation across the resulting multi-objective landscape.

C3one line summary

Proposes a multi-objective optimization model using evolutionary algorithms and network analysis to optimize resource allocation across conflicting sustainability targets.

References

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[1] Paris agreement 2015

[2] Bridging silos through governance innova- tions: the role of the eu cities mission.Frontiers in Sustainable Cities, 6:1463870, 2025 2025

[3] Breaking the silos: integrated approaches to foster sustainable development and climate action.Sustainable Earth Reviews, 8(1):1, 2025 2025

[4] Just transition: A whole-systems approach to decarbonisation.Climate Policy, 22(8):1033–1049, 2022 2022

[5] Transition tensions: mapping conflicts in movements for a just and sustainable transition.Environmental politics, 2020 2020

Receipt and verification

First computed	2026-05-20T00:01:56.184352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f46a715f0c9bd2b9a189fb76c6615d17c860738d4c7a923f995b2d3466eb1cd5

Aliases

arxiv: 2605.16174 · arxiv_version: 2605.16174v1 · doi: 10.48550/arxiv.2605.16174 · pith_short_12: 6RVHCXYMTPJL · pith_short_16: 6RVHCXYMTPJLTIMJ · pith_short_8: 6RVHCXYM

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Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6RVHCXYMTPJLTIMJ7N3MMYK5C7 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f46a715f0c9bd2b9a189fb76c6615d17c860738d4c7a923f995b2d3466eb1cd5

Canonical record JSON

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    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.DS",
    "submitted_at": "2026-05-15T16:52:42Z",
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